Dataset statistics
| Number of variables | 49 |
|---|---|
| Number of observations | 49844 |
| Missing cells | 0 |
| Missing cells (%) | 0.0% |
| Duplicate rows | 0 |
| Duplicate rows (%) | 0.0% |
| Total size in memory | 18.6 MiB |
| Average record size in memory | 392.0 B |
Variable types
| Numeric | 8 |
|---|---|
| Categorical | 41 |
numscreens is highly overall correlated with OtherScreens | High correlation |
OtherScreens is highly overall correlated with numscreens and 2 other fields | High correlation |
SavingsScreens is highly overall correlated with VerifyHousing and 5 other fields | High correlation |
location is highly overall correlated with VerifyDateOfBirth | High correlation |
VerifyPhone is highly overall correlated with OtherScreens and 1 other fields | High correlation |
VerifyDateOfBirth is highly overall correlated with location | High correlation |
ProfilePage is highly overall correlated with EditProfile and 1 other fields | High correlation |
VerifyCountry is highly overall correlated with OtherScreens and 1 other fields | High correlation |
EditProfile is highly overall correlated with ProfilePage | High correlation |
VerifyHousing is highly overall correlated with SavingsScreens and 5 other fields | High correlation |
VerifyHousingAmount is highly overall correlated with SavingsScreens and 5 other fields | High correlation |
ProfileMaritalStatus is highly overall correlated with SavingsScreens and 5 other fields | High correlation |
ProfileEducation is highly overall correlated with SavingsScreens and 5 other fields | High correlation |
ProfileEducationMajor is highly overall correlated with SavingsScreens and 4 other fields | High correlation |
VerifyAnnualIncome is highly overall correlated with SavingsScreens and 3 other fields | High correlation |
VerifyIncomeType is highly overall correlated with ProfileEducation and 3 other fields | High correlation |
ProfileJobTitle is highly overall correlated with VerifyIncomeType and 1 other fields | High correlation |
ProfileEmploymentLength is highly overall correlated with VerifyIncomeType and 1 other fields | High correlation |
minigame is highly imbalanced (50.7%) | Imbalance |
RewardsContainer is highly imbalanced (58.8%) | Imbalance |
EditProfile is highly imbalanced (72.4%) | Imbalance |
Finances is highly imbalanced (61.1%) | Imbalance |
Alerts is highly imbalanced (62.5%) | Imbalance |
Leaderboard is highly imbalanced (70.8%) | Imbalance |
VerifyMobile is highly imbalanced (70.0%) | Imbalance |
VerifyHousing is highly imbalanced (73.9%) | Imbalance |
RewardDetail is highly imbalanced (80.4%) | Imbalance |
VerifyHousingAmount is highly imbalanced (75.5%) | Imbalance |
ProfileMaritalStatus is highly imbalanced (73.2%) | Imbalance |
ProfileEducation is highly imbalanced (74.0%) | Imbalance |
ProfileEducationMajor is highly imbalanced (76.0%) | Imbalance |
Rewards is highly imbalanced (83.5%) | Imbalance |
AccountView is highly imbalanced (82.7%) | Imbalance |
VerifyAnnualIncome is highly imbalanced (84.1%) | Imbalance |
VerifyIncomeType is highly imbalanced (80.2%) | Imbalance |
ProfileJobTitle is highly imbalanced (84.9%) | Imbalance |
Login is highly imbalanced (80.8%) | Imbalance |
ProfileEmploymentLength is highly imbalanced (85.6%) | Imbalance |
WebView is highly imbalanced (54.5%) | Imbalance |
SecurityModal is highly imbalanced (89.3%) | Imbalance |
ResendToken is highly imbalanced (89.8%) | Imbalance |
TransactionList is highly imbalanced (90.0%) | Imbalance |
NetworkFailure is highly imbalanced (93.2%) | Imbalance |
ListPicker is highly imbalanced (93.7%) | Imbalance |
CreditCardScreens is highly imbalanced (71.4%) | Imbalance |
dayofweek has 7495 (15.0%) zeros | Zeros |
hour has 2654 (5.3%) zeros | Zeros |
OtherScreens has 774 (1.6%) zeros | Zeros |
CreditMonitoringScreens has 26174 (52.5%) zeros | Zeros |
SavingsScreens has 45689 (91.7%) zeros | Zeros |
Reproduction
| Analysis started | 2023-11-11 03:09:33.527660 |
|---|---|
| Analysis finished | 2023-11-11 03:09:56.241333 |
| Duration | 22.71 seconds |
| Software version | ydata-profiling vv4.6.1 |
| Download configuration | config.json |
user
Real number (ℝ)
| Distinct | 49733 |
|---|---|
| Distinct (%) | 99.8% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 186897.64 |
| Minimum | 13 |
|---|---|
| Maximum | 373662 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 389.5 KiB |
Quantile statistics
| Minimum | 13 |
|---|---|
| 5-th percentile | 18865.65 |
| Q1 | 93526.75 |
| median | 187183.5 |
| Q3 | 279996 |
| 95-th percentile | 354704.35 |
| Maximum | 373662 |
| Range | 373649 |
| Interquartile range (IQR) | 186469.25 |
Descriptive statistics
| Standard deviation | 107772.52 |
|---|---|
| Coefficient of variation (CV) | 0.57663927 |
| Kurtosis | -1.1986762 |
| Mean | 186897.64 |
| Median Absolute Deviation (MAD) | 93248 |
| Skewness | -0.00060372804 |
| Sum | 9.3157258 × 109 |
| Variance | 1.1614915 × 1010 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 257669 | 2 | < 0.1% |
| 159899 | 2 | < 0.1% |
| 293752 | 2 | < 0.1% |
| 217440 | 2 | < 0.1% |
| 336864 | 2 | < 0.1% |
| 122942 | 2 | < 0.1% |
| 8767 | 2 | < 0.1% |
| 14494 | 2 | < 0.1% |
| 147309 | 2 | < 0.1% |
| 17527 | 2 | < 0.1% |
| Other values (49723) | 49824 |
| Value | Count | Frequency (%) |
| 13 | 1 | |
| 23 | 1 | |
| 29 | 1 | |
| 48 | 1 | |
| 53 | 1 | |
| 76 | 1 | |
| 85 | 1 | |
| 95 | 1 | |
| 96 | 1 | |
| 98 | 1 |
| Value | Count | Frequency (%) |
| 373662 | 1 | |
| 373639 | 1 | |
| 373633 | 1 | |
| 373628 | 1 | |
| 373624 | 1 | |
| 373622 | 1 | |
| 373620 | 1 | |
| 373618 | 1 | |
| 373612 | 1 | |
| 373607 | 1 |
dayofweek
Real number (ℝ)
ZEROS 
| Distinct | 7 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 3.0287296 |
| Minimum | 0 |
|---|---|
| Maximum | 6 |
| Zeros | 7495 |
| Zeros (%) | 15.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 389.5 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 1 |
| median | 3 |
| Q3 | 5 |
| 95-th percentile | 6 |
| Maximum | 6 |
| Range | 6 |
| Interquartile range (IQR) | 4 |
Descriptive statistics
| Standard deviation | 2.0320193 |
|---|---|
| Coefficient of variation (CV) | 0.67091473 |
| Kurtosis | -1.2903246 |
| Mean | 3.0287296 |
| Median Absolute Deviation (MAD) | 2 |
| Skewness | -0.041032987 |
| Sum | 150964 |
| Variance | 4.1291026 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 4 | 7501 | |
| 0 | 7495 | |
| 5 | 7393 | |
| 6 | 7392 | |
| 1 | 7123 | |
| 3 | 6640 | |
| 2 | 6300 |
| Value | Count | Frequency (%) |
| 0 | 7495 | |
| 1 | 7123 | |
| 2 | 6300 | |
| 3 | 6640 | |
| 4 | 7501 | |
| 5 | 7393 | |
| 6 | 7392 |
| Value | Count | Frequency (%) |
| 6 | 7392 | |
| 5 | 7393 | |
| 4 | 7501 | |
| 3 | 6640 | |
| 2 | 6300 | |
| 1 | 7123 | |
| 0 | 7495 |
hour
Real number (ℝ)
ZEROS 
| Distinct | 24 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 12.559445 |
| Minimum | 0 |
|---|---|
| Maximum | 23 |
| Zeros | 2654 |
| Zeros (%) | 5.3% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 389.5 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 5 |
| median | 14 |
| Q3 | 19 |
| 95-th percentile | 23 |
| Maximum | 23 |
| Range | 23 |
| Interquartile range (IQR) | 14 |
Descriptive statistics
| Standard deviation | 7.4409267 |
|---|---|
| Coefficient of variation (CV) | 0.59245663 |
| Kurtosis | -1.2857841 |
| Mean | 12.559445 |
| Median Absolute Deviation (MAD) | 6 |
| Skewness | -0.32882778 |
| Sum | 626013 |
| Variance | 55.367391 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 15 | 2932 | 5.9% |
| 20 | 2813 | 5.6% |
| 17 | 2807 | 5.6% |
| 16 | 2784 | 5.6% |
| 21 | 2760 | 5.5% |
| 18 | 2725 | 5.5% |
| 19 | 2706 | 5.4% |
| 22 | 2699 | 5.4% |
| 0 | 2654 | 5.3% |
| 23 | 2634 | 5.3% |
| Other values (14) | 22330 |
| Value | Count | Frequency (%) |
| 0 | 2654 | |
| 1 | 2431 | |
| 2 | 2496 | |
| 3 | 2155 | |
| 4 | 1931 | |
| 5 | 1562 | |
| 6 | 1281 | |
| 7 | 1107 | |
| 8 | 895 | 1.8% |
| 9 | 767 | 1.5% |
| Value | Count | Frequency (%) |
| 23 | 2634 | |
| 22 | 2699 | |
| 21 | 2760 | |
| 20 | 2813 | |
| 19 | 2706 | |
| 18 | 2725 | |
| 17 | 2807 | |
| 16 | 2784 | |
| 15 | 2932 | |
| 14 | 2303 |
age
Real number (ℝ)
| Distinct | 78 |
|---|---|
| Distinct (%) | 0.2% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 31.732425 |
| Minimum | 16 |
|---|---|
| Maximum | 101 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 389.5 KiB |
Quantile statistics
| Minimum | 16 |
|---|---|
| 5-th percentile | 19 |
| Q1 | 24 |
| median | 29 |
| Q3 | 37 |
| 95-th percentile | 53 |
| Maximum | 101 |
| Range | 85 |
| Interquartile range (IQR) | 13 |
Descriptive statistics
| Standard deviation | 10.806681 |
|---|---|
| Coefficient of variation (CV) | 0.34055641 |
| Kurtosis | 1.2667859 |
| Mean | 31.732425 |
| Median Absolute Deviation (MAD) | 6 |
| Skewness | 1.119299 |
| Sum | 1581671 |
| Variance | 116.78435 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 23 | 2341 | 4.7% |
| 25 | 2330 | 4.7% |
| 26 | 2293 | 4.6% |
| 24 | 2288 | 4.6% |
| 27 | 2213 | 4.4% |
| 22 | 2208 | 4.4% |
| 28 | 2160 | 4.3% |
| 21 | 2119 | 4.3% |
| 29 | 2016 | 4.0% |
| 20 | 1856 | 3.7% |
| Other values (68) | 28020 |
| Value | Count | Frequency (%) |
| 16 | 191 | 0.4% |
| 17 | 694 | 1.4% |
| 18 | 1193 | |
| 19 | 1641 | |
| 20 | 1856 | |
| 21 | 2119 | |
| 22 | 2208 | |
| 23 | 2341 | |
| 24 | 2288 | |
| 25 | 2330 |
| Value | Count | Frequency (%) |
| 101 | 1 | < 0.1% |
| 100 | 2 | < 0.1% |
| 98 | 1 | < 0.1% |
| 90 | 3 | |
| 89 | 2 | < 0.1% |
| 88 | 1 | < 0.1% |
| 87 | 5 | |
| 86 | 3 | |
| 85 | 3 | |
| 84 | 3 |
numscreens
Real number (ℝ)
HIGH CORRELATION 
| Distinct | 91 |
|---|---|
| Distinct (%) | 0.2% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 20.824914 |
| Minimum | 1 |
|---|---|
| Maximum | 91 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 389.5 KiB |
Quantile statistics
| Minimum | 1 |
|---|---|
| 5-th percentile | 3 |
| Q1 | 10 |
| median | 18 |
| Q3 | 28 |
| 95-th percentile | 50 |
| Maximum | 91 |
| Range | 90 |
| Interquartile range (IQR) | 18 |
Descriptive statistics
| Standard deviation | 14.778043 |
|---|---|
| Coefficient of variation (CV) | 0.70963288 |
| Kurtosis | 1.9734531 |
| Mean | 20.824914 |
| Median Absolute Deviation (MAD) | 9 |
| Skewness | 1.2873935 |
| Sum | 1037997 |
| Variance | 218.39057 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 15 | 1685 | 3.4% |
| 16 | 1680 | 3.4% |
| 10 | 1677 | 3.4% |
| 14 | 1650 | 3.3% |
| 12 | 1648 | 3.3% |
| 13 | 1621 | 3.3% |
| 17 | 1601 | 3.2% |
| 7 | 1576 | 3.2% |
| 18 | 1571 | 3.2% |
| 8 | 1570 | 3.1% |
| Other values (81) | 33565 |
| Value | Count | Frequency (%) |
| 1 | 897 | |
| 2 | 854 | |
| 3 | 1050 | |
| 4 | 1307 | |
| 5 | 1309 | |
| 6 | 1478 | |
| 7 | 1576 | |
| 8 | 1570 | |
| 9 | 1568 | |
| 10 | 1677 |
| Value | Count | Frequency (%) |
| 91 | 10 | |
| 90 | 11 | |
| 89 | 8 | |
| 88 | 12 | |
| 87 | 11 | |
| 86 | 17 | |
| 85 | 15 | |
| 84 | 8 | |
| 83 | 18 | |
| 82 | 12 |
minigame
Categorical
IMBALANCE 
| Distinct | 2 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 389.5 KiB |
| 0 | |
|---|---|
| 1 |
Length
| Max length | 1 |
|---|---|
| Median length | 1 |
| Mean length | 1 |
| Min length | 1 |
Characters and Unicode
| Total characters | 49844 |
|---|---|
| Distinct characters | 2 |
| Distinct categories | 1 ? |
| Distinct scripts | 1 ? |
| Distinct blocks | 1 ? |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | 0 |
|---|---|
| 2nd row | 0 |
| 3rd row | 0 |
| 4th row | 0 |
| 5th row | 0 |
Common Values
| Value | Count | Frequency (%) |
| 0 | 44473 | |
| 1 | 5371 | 10.8% |
Length
Common Values (Plot)
| Value | Count | Frequency (%) |
| 0 | 44473 | |
| 1 | 5371 | 10.8% |
Most occurring characters
| Value | Count | Frequency (%) |
| 0 | 44473 | |
| 1 | 5371 | 10.8% |
Most occurring categories
| Value | Count | Frequency (%) |
| Decimal Number | 49844 |
Most frequent character per category
Decimal Number
| Value | Count | Frequency (%) |
| 0 | 44473 | |
| 1 | 5371 | 10.8% |
Most occurring scripts
| Value | Count | Frequency (%) |
| Common | 49844 |
Most frequent character per script
Common
| Value | Count | Frequency (%) |
| 0 | 44473 | |
| 1 | 5371 | 10.8% |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 49844 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| 0 | 44473 | |
| 1 | 5371 | 10.8% |
used_premium_feature
Categorical
| Distinct | 2 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 389.5 KiB |
| 0 | |
|---|---|
| 1 |
Length
| Max length | 1 |
|---|---|
| Median length | 1 |
| Mean length | 1 |
| Min length | 1 |
Characters and Unicode
| Total characters | 49844 |
|---|---|
| Distinct characters | 2 |
| Distinct categories | 1 ? |
| Distinct scripts | 1 ? |
| Distinct blocks | 1 ? |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | 0 |
|---|---|
| 2nd row | 0 |
| 3rd row | 1 |
| 4th row | 0 |
| 5th row | 0 |
Common Values
| Value | Count | Frequency (%) |
| 0 | 41269 | |
| 1 | 8575 | 17.2% |
Length
Common Values (Plot)
| Value | Count | Frequency (%) |
| 0 | 41269 | |
| 1 | 8575 | 17.2% |
Most occurring characters
| Value | Count | Frequency (%) |
| 0 | 41269 | |
| 1 | 8575 | 17.2% |
Most occurring categories
| Value | Count | Frequency (%) |
| Decimal Number | 49844 |
Most frequent character per category
Decimal Number
| Value | Count | Frequency (%) |
| 0 | 41269 | |
| 1 | 8575 | 17.2% |
Most occurring scripts
| Value | Count | Frequency (%) |
| Common | 49844 |
Most frequent character per script
Common
| Value | Count | Frequency (%) |
| 0 | 41269 | |
| 1 | 8575 | 17.2% |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 49844 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| 0 | 41269 | |
| 1 | 8575 | 17.2% |
enrolled
Categorical
| Distinct | 2 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 389.5 KiB |
| 1 | |
|---|---|
| 0 |
Length
| Max length | 1 |
|---|---|
| Median length | 1 |
| Mean length | 1 |
| Min length | 1 |
Characters and Unicode
| Total characters | 49844 |
|---|---|
| Distinct characters | 2 |
| Distinct categories | 1 ? |
| Distinct scripts | 1 ? |
| Distinct blocks | 1 ? |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | 0 |
|---|---|
| 2nd row | 0 |
| 3rd row | 0 |
| 4th row | 1 |
| 5th row | 1 |
Common Values
| Value | Count | Frequency (%) |
| 1 | 25247 | |
| 0 | 24597 |
Length
Common Values (Plot)
| Value | Count | Frequency (%) |
| 1 | 25247 | |
| 0 | 24597 |
Most occurring characters
| Value | Count | Frequency (%) |
| 1 | 25247 | |
| 0 | 24597 |
Most occurring categories
| Value | Count | Frequency (%) |
| Decimal Number | 49844 |
Most frequent character per category
Decimal Number
| Value | Count | Frequency (%) |
| 1 | 25247 | |
| 0 | 24597 |
Most occurring scripts
| Value | Count | Frequency (%) |
| Common | 49844 |
Most frequent character per script
Common
| Value | Count | Frequency (%) |
| 1 | 25247 | |
| 0 | 24597 |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 49844 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| 1 | 25247 | |
| 0 | 24597 |
liked
Categorical
| Distinct | 2 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 389.5 KiB |
| 0 | |
|---|---|
| 1 |
Length
| Max length | 1 |
|---|---|
| Median length | 1 |
| Mean length | 1 |
| Min length | 1 |
Characters and Unicode
| Total characters | 49844 |
|---|---|
| Distinct characters | 2 |
| Distinct categories | 1 ? |
| Distinct scripts | 1 ? |
| Distinct blocks | 1 ? |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | 0 |
|---|---|
| 2nd row | 0 |
| 3rd row | 1 |
| 4th row | 0 |
| 5th row | 1 |
Common Values
| Value | Count | Frequency (%) |
| 0 | 41617 | |
| 1 | 8227 | 16.5% |
Length
Common Values (Plot)
| Value | Count | Frequency (%) |
| 0 | 41617 | |
| 1 | 8227 | 16.5% |
Most occurring characters
| Value | Count | Frequency (%) |
| 0 | 41617 | |
| 1 | 8227 | 16.5% |
Most occurring categories
| Value | Count | Frequency (%) |
| Decimal Number | 49844 |
Most frequent character per category
Decimal Number
| Value | Count | Frequency (%) |
| 0 | 41617 | |
| 1 | 8227 | 16.5% |
Most occurring scripts
| Value | Count | Frequency (%) |
| Common | 49844 |
Most frequent character per script
Common
| Value | Count | Frequency (%) |
| 0 | 41617 | |
| 1 | 8227 | 16.5% |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 49844 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| 0 | 41617 | |
| 1 | 8227 | 16.5% |
location
Categorical
HIGH CORRELATION 
| Distinct | 2 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 389.5 KiB |
| 1 | |
|---|---|
| 0 |
Length
| Max length | 1 |
|---|---|
| Median length | 1 |
| Mean length | 1 |
| Min length | 1 |
Characters and Unicode
| Total characters | 49844 |
|---|---|
| Distinct characters | 2 |
| Distinct categories | 1 ? |
| Distinct scripts | 1 ? |
| Distinct blocks | 1 ? |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | 0 |
|---|---|
| 2nd row | 1 |
| 3rd row | 0 |
| 4th row | 1 |
| 5th row | 0 |
Common Values
| Value | Count | Frequency (%) |
| 1 | 25768 | |
| 0 | 24076 |
Length
Common Values (Plot)
| Value | Count | Frequency (%) |
| 1 | 25768 | |
| 0 | 24076 |
Most occurring characters
| Value | Count | Frequency (%) |
| 1 | 25768 | |
| 0 | 24076 |
Most occurring categories
| Value | Count | Frequency (%) |
| Decimal Number | 49844 |
Most frequent character per category
Decimal Number
| Value | Count | Frequency (%) |
| 1 | 25768 | |
| 0 | 24076 |
Most occurring scripts
| Value | Count | Frequency (%) |
| Common | 49844 |
Most frequent character per script
Common
| Value | Count | Frequency (%) |
| 1 | 25768 | |
| 0 | 24076 |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 49844 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| 1 | 25768 | |
| 0 | 24076 |
Institutions
Categorical
| Distinct | 2 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 389.5 KiB |
| 0 | |
|---|---|
| 1 |
Length
| Max length | 1 |
|---|---|
| Median length | 1 |
| Mean length | 1 |
| Min length | 1 |
Characters and Unicode
| Total characters | 49844 |
|---|---|
| Distinct characters | 2 |
| Distinct categories | 1 ? |
| Distinct scripts | 1 ? |
| Distinct blocks | 1 ? |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | 0 |
|---|---|
| 2nd row | 1 |
| 3rd row | 0 |
| 4th row | 0 |
| 5th row | 1 |
Common Values
| Value | Count | Frequency (%) |
| 0 | 35257 | |
| 1 | 14587 |
Length
Common Values (Plot)
| Value | Count | Frequency (%) |
| 0 | 35257 | |
| 1 | 14587 |
Most occurring characters
| Value | Count | Frequency (%) |
| 0 | 35257 | |
| 1 | 14587 |
Most occurring categories
| Value | Count | Frequency (%) |
| Decimal Number | 49844 |
Most frequent character per category
Decimal Number
| Value | Count | Frequency (%) |
| 0 | 35257 | |
| 1 | 14587 |
Most occurring scripts
| Value | Count | Frequency (%) |
| Common | 49844 |
Most frequent character per script
Common
| Value | Count | Frequency (%) |
| 0 | 35257 | |
| 1 | 14587 |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 49844 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| 0 | 35257 | |
| 1 | 14587 |
VerifyPhone
Categorical
HIGH CORRELATION 
| Distinct | 2 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 389.5 KiB |
| 1 | |
|---|---|
| 0 |
Length
| Max length | 1 |
|---|---|
| Median length | 1 |
| Mean length | 1 |
| Min length | 1 |
Characters and Unicode
| Total characters | 49844 |
|---|---|
| Distinct characters | 2 |
| Distinct categories | 1 ? |
| Distinct scripts | 1 ? |
| Distinct blocks | 1 ? |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | 1 |
|---|---|
| 2nd row | 1 |
| 3rd row | 0 |
| 4th row | 1 |
| 5th row | 1 |
Common Values
| Value | Count | Frequency (%) |
| 1 | 26125 | |
| 0 | 23719 |
Length
Common Values (Plot)
| Value | Count | Frequency (%) |
| 1 | 26125 | |
| 0 | 23719 |
Most occurring characters
| Value | Count | Frequency (%) |
| 1 | 26125 | |
| 0 | 23719 |
Most occurring categories
| Value | Count | Frequency (%) |
| Decimal Number | 49844 |
Most frequent character per category
Decimal Number
| Value | Count | Frequency (%) |
| 1 | 26125 | |
| 0 | 23719 |
Most occurring scripts
| Value | Count | Frequency (%) |
| Common | 49844 |
Most frequent character per script
Common
| Value | Count | Frequency (%) |
| 1 | 26125 | |
| 0 | 23719 |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 49844 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| 1 | 26125 | |
| 0 | 23719 |
BankVerification
Categorical
| Distinct | 2 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 389.5 KiB |
| 0 | |
|---|---|
| 1 |
Length
| Max length | 1 |
|---|---|
| Median length | 1 |
| Mean length | 1 |
| Min length | 1 |
Characters and Unicode
| Total characters | 49844 |
|---|---|
| Distinct characters | 2 |
| Distinct categories | 1 ? |
| Distinct scripts | 1 ? |
| Distinct blocks | 1 ? |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | 0 |
|---|---|
| 2nd row | 0 |
| 3rd row | 0 |
| 4th row | 0 |
| 5th row | 1 |
Common Values
| Value | Count | Frequency (%) |
| 0 | 33957 | |
| 1 | 15887 |
Length
Common Values (Plot)
| Value | Count | Frequency (%) |
| 0 | 33957 | |
| 1 | 15887 |
Most occurring characters
| Value | Count | Frequency (%) |
| 0 | 33957 | |
| 1 | 15887 |
Most occurring categories
| Value | Count | Frequency (%) |
| Decimal Number | 49844 |
Most frequent character per category
Decimal Number
| Value | Count | Frequency (%) |
| 0 | 33957 | |
| 1 | 15887 |
Most occurring scripts
| Value | Count | Frequency (%) |
| Common | 49844 |
Most frequent character per script
Common
| Value | Count | Frequency (%) |
| 0 | 33957 | |
| 1 | 15887 |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 49844 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| 0 | 33957 | |
| 1 | 15887 |
VerifyDateOfBirth
Categorical
HIGH CORRELATION 
| Distinct | 2 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 389.5 KiB |
| 0 | |
|---|---|
| 1 |
Length
| Max length | 1 |
|---|---|
| Median length | 1 |
| Mean length | 1 |
| Min length | 1 |
Characters and Unicode
| Total characters | 49844 |
|---|---|
| Distinct characters | 2 |
| Distinct categories | 1 ? |
| Distinct scripts | 1 ? |
| Distinct blocks | 1 ? |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | 1 |
|---|---|
| 2nd row | 1 |
| 3rd row | 0 |
| 4th row | 1 |
| 5th row | 0 |
Common Values
| Value | Count | Frequency (%) |
| 0 | 26282 | |
| 1 | 23562 |
Length
Common Values (Plot)
| Value | Count | Frequency (%) |
| 0 | 26282 | |
| 1 | 23562 |
Most occurring characters
| Value | Count | Frequency (%) |
| 0 | 26282 | |
| 1 | 23562 |
Most occurring categories
| Value | Count | Frequency (%) |
| Decimal Number | 49844 |
Most frequent character per category
Decimal Number
| Value | Count | Frequency (%) |
| 0 | 26282 | |
| 1 | 23562 |
Most occurring scripts
| Value | Count | Frequency (%) |
| Common | 49844 |
Most frequent character per script
Common
| Value | Count | Frequency (%) |
| 0 | 26282 | |
| 1 | 23562 |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 49844 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| 0 | 26282 | |
| 1 | 23562 |
ProfilePage
Categorical
HIGH CORRELATION 
| Distinct | 2 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 389.5 KiB |
| 0 | |
|---|---|
| 1 |
Length
| Max length | 1 |
|---|---|
| Median length | 1 |
| Mean length | 1 |
| Min length | 1 |
Characters and Unicode
| Total characters | 49844 |
|---|---|
| Distinct characters | 2 |
| Distinct categories | 1 ? |
| Distinct scripts | 1 ? |
| Distinct blocks | 1 ? |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | 0 |
|---|---|
| 2nd row | 0 |
| 3rd row | 0 |
| 4th row | 0 |
| 5th row | 0 |
Common Values
| Value | Count | Frequency (%) |
| 0 | 42070 | |
| 1 | 7774 | 15.6% |
Length
Common Values (Plot)
| Value | Count | Frequency (%) |
| 0 | 42070 | |
| 1 | 7774 | 15.6% |
Most occurring characters
| Value | Count | Frequency (%) |
| 0 | 42070 | |
| 1 | 7774 | 15.6% |
Most occurring categories
| Value | Count | Frequency (%) |
| Decimal Number | 49844 |
Most frequent character per category
Decimal Number
| Value | Count | Frequency (%) |
| 0 | 42070 | |
| 1 | 7774 | 15.6% |
Most occurring scripts
| Value | Count | Frequency (%) |
| Common | 49844 |
Most frequent character per script
Common
| Value | Count | Frequency (%) |
| 0 | 42070 | |
| 1 | 7774 | 15.6% |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 49844 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| 0 | 42070 | |
| 1 | 7774 | 15.6% |
VerifyCountry
Categorical
HIGH CORRELATION 
| Distinct | 2 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 389.5 KiB |
| 0 | |
|---|---|
| 1 |
Length
| Max length | 1 |
|---|---|
| Median length | 1 |
| Mean length | 1 |
| Min length | 1 |
Characters and Unicode
| Total characters | 49844 |
|---|---|
| Distinct characters | 2 |
| Distinct categories | 1 ? |
| Distinct scripts | 1 ? |
| Distinct blocks | 1 ? |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | 0 |
|---|---|
| 2nd row | 1 |
| 3rd row | 0 |
| 4th row | 0 |
| 5th row | 1 |
Common Values
| Value | Count | Frequency (%) |
| 0 | 28778 | |
| 1 | 21066 |
Length
Common Values (Plot)
| Value | Count | Frequency (%) |
| 0 | 28778 | |
| 1 | 21066 |
Most occurring characters
| Value | Count | Frequency (%) |
| 0 | 28778 | |
| 1 | 21066 |
Most occurring categories
| Value | Count | Frequency (%) |
| Decimal Number | 49844 |
Most frequent character per category
Decimal Number
| Value | Count | Frequency (%) |
| 0 | 28778 | |
| 1 | 21066 |
Most occurring scripts
| Value | Count | Frequency (%) |
| Common | 49844 |
Most frequent character per script
Common
| Value | Count | Frequency (%) |
| 0 | 28778 | |
| 1 | 21066 |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 49844 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| 0 | 28778 | |
| 1 | 21066 |
Cycle
Categorical
| Distinct | 2 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 389.5 KiB |
| 0 | |
|---|---|
| 1 |
Length
| Max length | 1 |
|---|---|
| Median length | 1 |
| Mean length | 1 |
| Min length | 1 |
Characters and Unicode
| Total characters | 49844 |
|---|---|
| Distinct characters | 2 |
| Distinct categories | 1 ? |
| Distinct scripts | 1 ? |
| Distinct blocks | 1 ? |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | 1 |
|---|---|
| 2nd row | 0 |
| 3rd row | 1 |
| 4th row | 0 |
| 5th row | 1 |
Common Values
| Value | Count | Frequency (%) |
| 0 | 31673 | |
| 1 | 18171 |
Length
Common Values (Plot)
| Value | Count | Frequency (%) |
| 0 | 31673 | |
| 1 | 18171 |
Most occurring characters
| Value | Count | Frequency (%) |
| 0 | 31673 | |
| 1 | 18171 |
Most occurring categories
| Value | Count | Frequency (%) |
| Decimal Number | 49844 |
Most frequent character per category
Decimal Number
| Value | Count | Frequency (%) |
| 0 | 31673 | |
| 1 | 18171 |
Most occurring scripts
| Value | Count | Frequency (%) |
| Common | 49844 |
Most frequent character per script
Common
| Value | Count | Frequency (%) |
| 0 | 31673 | |
| 1 | 18171 |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 49844 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| 0 | 31673 | |
| 1 | 18171 |
idscreen
Categorical
| Distinct | 2 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 389.5 KiB |
| 0 | |
|---|---|
| 1 |
Length
| Max length | 1 |
|---|---|
| Median length | 1 |
| Mean length | 1 |
| Min length | 1 |
Characters and Unicode
| Total characters | 49844 |
|---|---|
| Distinct characters | 2 |
| Distinct categories | 1 ? |
| Distinct scripts | 1 ? |
| Distinct blocks | 1 ? |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | 1 |
|---|---|
| 2nd row | 0 |
| 3rd row | 0 |
| 4th row | 0 |
| 5th row | 1 |
Common Values
| Value | Count | Frequency (%) |
| 0 | 32869 | |
| 1 | 16975 |
Length
Common Values (Plot)
| Value | Count | Frequency (%) |
| 0 | 32869 | |
| 1 | 16975 |
Most occurring characters
| Value | Count | Frequency (%) |
| 0 | 32869 | |
| 1 | 16975 |
Most occurring categories
| Value | Count | Frequency (%) |
| Decimal Number | 49844 |
Most frequent character per category
Decimal Number
| Value | Count | Frequency (%) |
| 0 | 32869 | |
| 1 | 16975 |
Most occurring scripts
| Value | Count | Frequency (%) |
| Common | 49844 |
Most frequent character per script
Common
| Value | Count | Frequency (%) |
| 0 | 32869 | |
| 1 | 16975 |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 49844 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| 0 | 32869 | |
| 1 | 16975 |
Splash
Categorical
| Distinct | 2 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 389.5 KiB |
| 0 | |
|---|---|
| 1 |
Length
| Max length | 1 |
|---|---|
| Median length | 1 |
| Mean length | 1 |
| Min length | 1 |
Characters and Unicode
| Total characters | 49844 |
|---|---|
| Distinct characters | 2 |
| Distinct categories | 1 ? |
| Distinct scripts | 1 ? |
| Distinct blocks | 1 ? |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | 0 |
|---|---|
| 2nd row | 0 |
| 3rd row | 1 |
| 4th row | 0 |
| 5th row | 0 |
Common Values
| Value | Count | Frequency (%) |
| 0 | 39848 | |
| 1 | 9996 | 20.1% |
Length
Common Values (Plot)
| Value | Count | Frequency (%) |
| 0 | 39848 | |
| 1 | 9996 | 20.1% |
Most occurring characters
| Value | Count | Frequency (%) |
| 0 | 39848 | |
| 1 | 9996 | 20.1% |
Most occurring categories
| Value | Count | Frequency (%) |
| Decimal Number | 49844 |
Most frequent character per category
Decimal Number
| Value | Count | Frequency (%) |
| 0 | 39848 | |
| 1 | 9996 | 20.1% |
Most occurring scripts
| Value | Count | Frequency (%) |
| Common | 49844 |
Most frequent character per script
Common
| Value | Count | Frequency (%) |
| 0 | 39848 | |
| 1 | 9996 | 20.1% |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 49844 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| 0 | 39848 | |
| 1 | 9996 | 20.1% |
RewardsContainer
Categorical
IMBALANCE 
| Distinct | 2 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 389.5 KiB |
| 0 | |
|---|---|
| 1 | 4130 |
Length
| Max length | 1 |
|---|---|
| Median length | 1 |
| Mean length | 1 |
| Min length | 1 |
Characters and Unicode
| Total characters | 49844 |
|---|---|
| Distinct characters | 2 |
| Distinct categories | 1 ? |
| Distinct scripts | 1 ? |
| Distinct blocks | 1 ? |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | 0 |
|---|---|
| 2nd row | 0 |
| 3rd row | 0 |
| 4th row | 0 |
| 5th row | 0 |
Common Values
| Value | Count | Frequency (%) |
| 0 | 45714 | |
| 1 | 4130 | 8.3% |
Length
Common Values (Plot)
| Value | Count | Frequency (%) |
| 0 | 45714 | |
| 1 | 4130 | 8.3% |
Most occurring characters
| Value | Count | Frequency (%) |
| 0 | 45714 | |
| 1 | 4130 | 8.3% |
Most occurring categories
| Value | Count | Frequency (%) |
| Decimal Number | 49844 |
Most frequent character per category
Decimal Number
| Value | Count | Frequency (%) |
| 0 | 45714 | |
| 1 | 4130 | 8.3% |
Most occurring scripts
| Value | Count | Frequency (%) |
| Common | 49844 |
Most frequent character per script
Common
| Value | Count | Frequency (%) |
| 0 | 45714 | |
| 1 | 4130 | 8.3% |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 49844 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| 0 | 45714 | |
| 1 | 4130 | 8.3% |
EditProfile
Categorical
HIGH CORRELATION  IMBALANCE 
| Distinct | 2 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 389.5 KiB |
| 0 | |
|---|---|
| 1 | 2367 |
Length
| Max length | 1 |
|---|---|
| Median length | 1 |
| Mean length | 1 |
| Min length | 1 |
Characters and Unicode
| Total characters | 49844 |
|---|---|
| Distinct characters | 2 |
| Distinct categories | 1 ? |
| Distinct scripts | 1 ? |
| Distinct blocks | 1 ? |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | 0 |
|---|---|
| 2nd row | 0 |
| 3rd row | 0 |
| 4th row | 0 |
| 5th row | 0 |
Common Values
| Value | Count | Frequency (%) |
| 0 | 47477 | |
| 1 | 2367 | 4.7% |
Length
Common Values (Plot)
| Value | Count | Frequency (%) |
| 0 | 47477 | |
| 1 | 2367 | 4.7% |
Most occurring characters
| Value | Count | Frequency (%) |
| 0 | 47477 | |
| 1 | 2367 | 4.7% |
Most occurring categories
| Value | Count | Frequency (%) |
| Decimal Number | 49844 |
Most frequent character per category
Decimal Number
| Value | Count | Frequency (%) |
| 0 | 47477 | |
| 1 | 2367 | 4.7% |
Most occurring scripts
| Value | Count | Frequency (%) |
| Common | 49844 |
Most frequent character per script
Common
| Value | Count | Frequency (%) |
| 0 | 47477 | |
| 1 | 2367 | 4.7% |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 49844 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| 0 | 47477 | |
| 1 | 2367 | 4.7% |
Finances
Categorical
IMBALANCE 
| Distinct | 2 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 389.5 KiB |
| 0 | |
|---|---|
| 1 | 3805 |
Length
| Max length | 1 |
|---|---|
| Median length | 1 |
| Mean length | 1 |
| Min length | 1 |
Characters and Unicode
| Total characters | 49844 |
|---|---|
| Distinct characters | 2 |
| Distinct categories | 1 ? |
| Distinct scripts | 1 ? |
| Distinct blocks | 1 ? |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | 0 |
|---|---|
| 2nd row | 0 |
| 3rd row | 0 |
| 4th row | 1 |
| 5th row | 0 |
Common Values
| Value | Count | Frequency (%) |
| 0 | 46039 | |
| 1 | 3805 | 7.6% |
Length
Common Values (Plot)
| Value | Count | Frequency (%) |
| 0 | 46039 | |
| 1 | 3805 | 7.6% |
Most occurring characters
| Value | Count | Frequency (%) |
| 0 | 46039 | |
| 1 | 3805 | 7.6% |
Most occurring categories
| Value | Count | Frequency (%) |
| Decimal Number | 49844 |
Most frequent character per category
Decimal Number
| Value | Count | Frequency (%) |
| 0 | 46039 | |
| 1 | 3805 | 7.6% |
Most occurring scripts
| Value | Count | Frequency (%) |
| Common | 49844 |
Most frequent character per script
Common
| Value | Count | Frequency (%) |
| 0 | 46039 | |
| 1 | 3805 | 7.6% |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 49844 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| 0 | 46039 | |
| 1 | 3805 | 7.6% |
Alerts
Categorical
IMBALANCE 
| Distinct | 2 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 389.5 KiB |
| 0 | |
|---|---|
| 1 | 3614 |
Length
| Max length | 1 |
|---|---|
| Median length | 1 |
| Mean length | 1 |
| Min length | 1 |
Characters and Unicode
| Total characters | 49844 |
|---|---|
| Distinct characters | 2 |
| Distinct categories | 1 ? |
| Distinct scripts | 1 ? |
| Distinct blocks | 1 ? |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | 0 |
|---|---|
| 2nd row | 0 |
| 3rd row | 0 |
| 4th row | 0 |
| 5th row | 0 |
Common Values
| Value | Count | Frequency (%) |
| 0 | 46230 | |
| 1 | 3614 | 7.3% |
Length
Common Values (Plot)
| Value | Count | Frequency (%) |
| 0 | 46230 | |
| 1 | 3614 | 7.3% |
Most occurring characters
| Value | Count | Frequency (%) |
| 0 | 46230 | |
| 1 | 3614 | 7.3% |
Most occurring categories
| Value | Count | Frequency (%) |
| Decimal Number | 49844 |
Most frequent character per category
Decimal Number
| Value | Count | Frequency (%) |
| 0 | 46230 | |
| 1 | 3614 | 7.3% |
Most occurring scripts
| Value | Count | Frequency (%) |
| Common | 49844 |
Most frequent character per script
Common
| Value | Count | Frequency (%) |
| 0 | 46230 | |
| 1 | 3614 | 7.3% |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 49844 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| 0 | 46230 | |
| 1 | 3614 | 7.3% |
Leaderboard
Categorical
IMBALANCE 
| Distinct | 2 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 389.5 KiB |
| 0 | |
|---|---|
| 1 | 2553 |
Length
| Max length | 1 |
|---|---|
| Median length | 1 |
| Mean length | 1 |
| Min length | 1 |
Characters and Unicode
| Total characters | 49844 |
|---|---|
| Distinct characters | 2 |
| Distinct categories | 1 ? |
| Distinct scripts | 1 ? |
| Distinct blocks | 1 ? |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | 0 |
|---|---|
| 2nd row | 0 |
| 3rd row | 0 |
| 4th row | 1 |
| 5th row | 0 |
Common Values
| Value | Count | Frequency (%) |
| 0 | 47291 | |
| 1 | 2553 | 5.1% |
Length
Common Values (Plot)
| Value | Count | Frequency (%) |
| 0 | 47291 | |
| 1 | 2553 | 5.1% |
Most occurring characters
| Value | Count | Frequency (%) |
| 0 | 47291 | |
| 1 | 2553 | 5.1% |
Most occurring categories
| Value | Count | Frequency (%) |
| Decimal Number | 49844 |
Most frequent character per category
Decimal Number
| Value | Count | Frequency (%) |
| 0 | 47291 | |
| 1 | 2553 | 5.1% |
Most occurring scripts
| Value | Count | Frequency (%) |
| Common | 49844 |
Most frequent character per script
Common
| Value | Count | Frequency (%) |
| 0 | 47291 | |
| 1 | 2553 | 5.1% |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 49844 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| 0 | 47291 | |
| 1 | 2553 | 5.1% |
VerifyMobile
Categorical
IMBALANCE 
| Distinct | 2 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 389.5 KiB |
| 0 | |
|---|---|
| 1 | 2652 |
Length
| Max length | 1 |
|---|---|
| Median length | 1 |
| Mean length | 1 |
| Min length | 1 |
Characters and Unicode
| Total characters | 49844 |
|---|---|
| Distinct characters | 2 |
| Distinct categories | 1 ? |
| Distinct scripts | 1 ? |
| Distinct blocks | 1 ? |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | 0 |
|---|---|
| 2nd row | 0 |
| 3rd row | 0 |
| 4th row | 0 |
| 5th row | 0 |
Common Values
| Value | Count | Frequency (%) |
| 0 | 47192 | |
| 1 | 2652 | 5.3% |
Length
Common Values (Plot)
| Value | Count | Frequency (%) |
| 0 | 47192 | |
| 1 | 2652 | 5.3% |
Most occurring characters
| Value | Count | Frequency (%) |
| 0 | 47192 | |
| 1 | 2652 | 5.3% |
Most occurring categories
| Value | Count | Frequency (%) |
| Decimal Number | 49844 |
Most frequent character per category
Decimal Number
| Value | Count | Frequency (%) |
| 0 | 47192 | |
| 1 | 2652 | 5.3% |
Most occurring scripts
| Value | Count | Frequency (%) |
| Common | 49844 |
Most frequent character per script
Common
| Value | Count | Frequency (%) |
| 0 | 47192 | |
| 1 | 2652 | 5.3% |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 49844 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| 0 | 47192 | |
| 1 | 2652 | 5.3% |
VerifyHousing
Categorical
HIGH CORRELATION  IMBALANCE 
| Distinct | 2 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 389.5 KiB |
| 0 | |
|---|---|
| 1 | 2202 |
Length
| Max length | 1 |
|---|---|
| Median length | 1 |
| Mean length | 1 |
| Min length | 1 |
Characters and Unicode
| Total characters | 49844 |
|---|---|
| Distinct characters | 2 |
| Distinct categories | 1 ? |
| Distinct scripts | 1 ? |
| Distinct blocks | 1 ? |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | 0 |
|---|---|
| 2nd row | 0 |
| 3rd row | 0 |
| 4th row | 0 |
| 5th row | 0 |
Common Values
| Value | Count | Frequency (%) |
| 0 | 47642 | |
| 1 | 2202 | 4.4% |
Length
Common Values (Plot)
| Value | Count | Frequency (%) |
| 0 | 47642 | |
| 1 | 2202 | 4.4% |
Most occurring characters
| Value | Count | Frequency (%) |
| 0 | 47642 | |
| 1 | 2202 | 4.4% |
Most occurring categories
| Value | Count | Frequency (%) |
| Decimal Number | 49844 |
Most frequent character per category
Decimal Number
| Value | Count | Frequency (%) |
| 0 | 47642 | |
| 1 | 2202 | 4.4% |
Most occurring scripts
| Value | Count | Frequency (%) |
| Common | 49844 |
Most frequent character per script
Common
| Value | Count | Frequency (%) |
| 0 | 47642 | |
| 1 | 2202 | 4.4% |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 49844 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| 0 | 47642 | |
| 1 | 2202 | 4.4% |
RewardDetail
Categorical
IMBALANCE 
| Distinct | 2 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 389.5 KiB |
| 0 | |
|---|---|
| 1 | 1511 |
Length
| Max length | 1 |
|---|---|
| Median length | 1 |
| Mean length | 1 |
| Min length | 1 |
Characters and Unicode
| Total characters | 49844 |
|---|---|
| Distinct characters | 2 |
| Distinct categories | 1 ? |
| Distinct scripts | 1 ? |
| Distinct blocks | 1 ? |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | 0 |
|---|---|
| 2nd row | 0 |
| 3rd row | 0 |
| 4th row | 1 |
| 5th row | 0 |
Common Values
| Value | Count | Frequency (%) |
| 0 | 48333 | |
| 1 | 1511 | 3.0% |
Length
Common Values (Plot)
| Value | Count | Frequency (%) |
| 0 | 48333 | |
| 1 | 1511 | 3.0% |
Most occurring characters
| Value | Count | Frequency (%) |
| 0 | 48333 | |
| 1 | 1511 | 3.0% |
Most occurring categories
| Value | Count | Frequency (%) |
| Decimal Number | 49844 |
Most frequent character per category
Decimal Number
| Value | Count | Frequency (%) |
| 0 | 48333 | |
| 1 | 1511 | 3.0% |
Most occurring scripts
| Value | Count | Frequency (%) |
| Common | 49844 |
Most frequent character per script
Common
| Value | Count | Frequency (%) |
| 0 | 48333 | |
| 1 | 1511 | 3.0% |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 49844 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| 0 | 48333 | |
| 1 | 1511 | 3.0% |
VerifyHousingAmount
Categorical
HIGH CORRELATION  IMBALANCE 
| Distinct | 2 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 389.5 KiB |
| 0 | |
|---|---|
| 1 | 2021 |
Length
| Max length | 1 |
|---|---|
| Median length | 1 |
| Mean length | 1 |
| Min length | 1 |
Characters and Unicode
| Total characters | 49844 |
|---|---|
| Distinct characters | 2 |
| Distinct categories | 1 ? |
| Distinct scripts | 1 ? |
| Distinct blocks | 1 ? |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | 0 |
|---|---|
| 2nd row | 0 |
| 3rd row | 0 |
| 4th row | 0 |
| 5th row | 0 |
Common Values
| Value | Count | Frequency (%) |
| 0 | 47823 | |
| 1 | 2021 | 4.1% |
Length
Common Values (Plot)
| Value | Count | Frequency (%) |
| 0 | 47823 | |
| 1 | 2021 | 4.1% |
Most occurring characters
| Value | Count | Frequency (%) |
| 0 | 47823 | |
| 1 | 2021 | 4.1% |
Most occurring categories
| Value | Count | Frequency (%) |
| Decimal Number | 49844 |
Most frequent character per category
Decimal Number
| Value | Count | Frequency (%) |
| 0 | 47823 | |
| 1 | 2021 | 4.1% |
Most occurring scripts
| Value | Count | Frequency (%) |
| Common | 49844 |
Most frequent character per script
Common
| Value | Count | Frequency (%) |
| 0 | 47823 | |
| 1 | 2021 | 4.1% |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 49844 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| 0 | 47823 | |
| 1 | 2021 | 4.1% |
ProfileMaritalStatus
Categorical
HIGH CORRELATION  IMBALANCE 
| Distinct | 2 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 389.5 KiB |
| 0 | |
|---|---|
| 1 | 2285 |
Length
| Max length | 1 |
|---|---|
| Median length | 1 |
| Mean length | 1 |
| Min length | 1 |
Characters and Unicode
| Total characters | 49844 |
|---|---|
| Distinct characters | 2 |
| Distinct categories | 1 ? |
| Distinct scripts | 1 ? |
| Distinct blocks | 1 ? |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | 0 |
|---|---|
| 2nd row | 0 |
| 3rd row | 0 |
| 4th row | 0 |
| 5th row | 0 |
Common Values
| Value | Count | Frequency (%) |
| 0 | 47559 | |
| 1 | 2285 | 4.6% |
Length
Common Values (Plot)
| Value | Count | Frequency (%) |
| 0 | 47559 | |
| 1 | 2285 | 4.6% |
Most occurring characters
| Value | Count | Frequency (%) |
| 0 | 47559 | |
| 1 | 2285 | 4.6% |
Most occurring categories
| Value | Count | Frequency (%) |
| Decimal Number | 49844 |
Most frequent character per category
Decimal Number
| Value | Count | Frequency (%) |
| 0 | 47559 | |
| 1 | 2285 | 4.6% |
Most occurring scripts
| Value | Count | Frequency (%) |
| Common | 49844 |
Most frequent character per script
Common
| Value | Count | Frequency (%) |
| 0 | 47559 | |
| 1 | 2285 | 4.6% |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 49844 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| 0 | 47559 | |
| 1 | 2285 | 4.6% |
ProfileEducation
Categorical
HIGH CORRELATION  IMBALANCE 
| Distinct | 2 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 389.5 KiB |
| 0 | |
|---|---|
| 1 | 2190 |
Length
| Max length | 1 |
|---|---|
| Median length | 1 |
| Mean length | 1 |
| Min length | 1 |
Characters and Unicode
| Total characters | 49844 |
|---|---|
| Distinct characters | 2 |
| Distinct categories | 1 ? |
| Distinct scripts | 1 ? |
| Distinct blocks | 1 ? |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | 0 |
|---|---|
| 2nd row | 0 |
| 3rd row | 0 |
| 4th row | 0 |
| 5th row | 0 |
Common Values
| Value | Count | Frequency (%) |
| 0 | 47654 | |
| 1 | 2190 | 4.4% |
Length
Common Values (Plot)
| Value | Count | Frequency (%) |
| 0 | 47654 | |
| 1 | 2190 | 4.4% |
Most occurring characters
| Value | Count | Frequency (%) |
| 0 | 47654 | |
| 1 | 2190 | 4.4% |
Most occurring categories
| Value | Count | Frequency (%) |
| Decimal Number | 49844 |
Most frequent character per category
Decimal Number
| Value | Count | Frequency (%) |
| 0 | 47654 | |
| 1 | 2190 | 4.4% |
Most occurring scripts
| Value | Count | Frequency (%) |
| Common | 49844 |
Most frequent character per script
Common
| Value | Count | Frequency (%) |
| 0 | 47654 | |
| 1 | 2190 | 4.4% |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 49844 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| 0 | 47654 | |
| 1 | 2190 | 4.4% |
ProfileEducationMajor
Categorical
HIGH CORRELATION  IMBALANCE 
| Distinct | 2 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 389.5 KiB |
| 0 | |
|---|---|
| 1 | 1969 |
Length
| Max length | 1 |
|---|---|
| Median length | 1 |
| Mean length | 1 |
| Min length | 1 |
Characters and Unicode
| Total characters | 49844 |
|---|---|
| Distinct characters | 2 |
| Distinct categories | 1 ? |
| Distinct scripts | 1 ? |
| Distinct blocks | 1 ? |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | 0 |
|---|---|
| 2nd row | 0 |
| 3rd row | 0 |
| 4th row | 0 |
| 5th row | 0 |
Common Values
| Value | Count | Frequency (%) |
| 0 | 47875 | |
| 1 | 1969 | 4.0% |
Length
Common Values (Plot)
| Value | Count | Frequency (%) |
| 0 | 47875 | |
| 1 | 1969 | 4.0% |
Most occurring characters
| Value | Count | Frequency (%) |
| 0 | 47875 | |
| 1 | 1969 | 4.0% |
Most occurring categories
| Value | Count | Frequency (%) |
| Decimal Number | 49844 |
Most frequent character per category
Decimal Number
| Value | Count | Frequency (%) |
| 0 | 47875 | |
| 1 | 1969 | 4.0% |
Most occurring scripts
| Value | Count | Frequency (%) |
| Common | 49844 |
Most frequent character per script
Common
| Value | Count | Frequency (%) |
| 0 | 47875 | |
| 1 | 1969 | 4.0% |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 49844 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| 0 | 47875 | |
| 1 | 1969 | 4.0% |
Rewards
Categorical
IMBALANCE 
| Distinct | 2 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 389.5 KiB |
| 0 | |
|---|---|
| 1 | 1210 |
Length
| Max length | 1 |
|---|---|
| Median length | 1 |
| Mean length | 1 |
| Min length | 1 |
Characters and Unicode
| Total characters | 49844 |
|---|---|
| Distinct characters | 2 |
| Distinct categories | 1 ? |
| Distinct scripts | 1 ? |
| Distinct blocks | 1 ? |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | 0 |
|---|---|
| 2nd row | 0 |
| 3rd row | 0 |
| 4th row | 1 |
| 5th row | 0 |
Common Values
| Value | Count | Frequency (%) |
| 0 | 48634 | |
| 1 | 1210 | 2.4% |
Length
Common Values (Plot)
| Value | Count | Frequency (%) |
| 0 | 48634 | |
| 1 | 1210 | 2.4% |
Most occurring characters
| Value | Count | Frequency (%) |
| 0 | 48634 | |
| 1 | 1210 | 2.4% |
Most occurring categories
| Value | Count | Frequency (%) |
| Decimal Number | 49844 |
Most frequent character per category
Decimal Number
| Value | Count | Frequency (%) |
| 0 | 48634 | |
| 1 | 1210 | 2.4% |
Most occurring scripts
| Value | Count | Frequency (%) |
| Common | 49844 |
Most frequent character per script
Common
| Value | Count | Frequency (%) |
| 0 | 48634 | |
| 1 | 1210 | 2.4% |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 49844 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| 0 | 48634 | |
| 1 | 1210 | 2.4% |
AccountView
Categorical
IMBALANCE 
| Distinct | 2 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 389.5 KiB |
| 0 | |
|---|---|
| 1 | 1285 |
Length
| Max length | 1 |
|---|---|
| Median length | 1 |
| Mean length | 1 |
| Min length | 1 |
Characters and Unicode
| Total characters | 49844 |
|---|---|
| Distinct characters | 2 |
| Distinct categories | 1 ? |
| Distinct scripts | 1 ? |
| Distinct blocks | 1 ? |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | 0 |
|---|---|
| 2nd row | 0 |
| 3rd row | 0 |
| 4th row | 0 |
| 5th row | 0 |
Common Values
| Value | Count | Frequency (%) |
| 0 | 48559 | |
| 1 | 1285 | 2.6% |
Length
Common Values (Plot)
| Value | Count | Frequency (%) |
| 0 | 48559 | |
| 1 | 1285 | 2.6% |
Most occurring characters
| Value | Count | Frequency (%) |
| 0 | 48559 | |
| 1 | 1285 | 2.6% |
Most occurring categories
| Value | Count | Frequency (%) |
| Decimal Number | 49844 |
Most frequent character per category
Decimal Number
| Value | Count | Frequency (%) |
| 0 | 48559 | |
| 1 | 1285 | 2.6% |
Most occurring scripts
| Value | Count | Frequency (%) |
| Common | 49844 |
Most frequent character per script
Common
| Value | Count | Frequency (%) |
| 0 | 48559 | |
| 1 | 1285 | 2.6% |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 49844 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| 0 | 48559 | |
| 1 | 1285 | 2.6% |
VerifyAnnualIncome
Categorical
HIGH CORRELATION  IMBALANCE 
| Distinct | 2 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 389.5 KiB |
| 0 | |
|---|---|
| 1 | 1160 |
Length
| Max length | 1 |
|---|---|
| Median length | 1 |
| Mean length | 1 |
| Min length | 1 |
Characters and Unicode
| Total characters | 49844 |
|---|---|
| Distinct characters | 2 |
| Distinct categories | 1 ? |
| Distinct scripts | 1 ? |
| Distinct blocks | 1 ? |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | 0 |
|---|---|
| 2nd row | 0 |
| 3rd row | 0 |
| 4th row | 0 |
| 5th row | 0 |
Common Values
| Value | Count | Frequency (%) |
| 0 | 48684 | |
| 1 | 1160 | 2.3% |
Length
Common Values (Plot)
| Value | Count | Frequency (%) |
| 0 | 48684 | |
| 1 | 1160 | 2.3% |
Most occurring characters
| Value | Count | Frequency (%) |
| 0 | 48684 | |
| 1 | 1160 | 2.3% |
Most occurring categories
| Value | Count | Frequency (%) |
| Decimal Number | 49844 |
Most frequent character per category
Decimal Number
| Value | Count | Frequency (%) |
| 0 | 48684 | |
| 1 | 1160 | 2.3% |
Most occurring scripts
| Value | Count | Frequency (%) |
| Common | 49844 |
Most frequent character per script
Common
| Value | Count | Frequency (%) |
| 0 | 48684 | |
| 1 | 1160 | 2.3% |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 49844 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| 0 | 48684 | |
| 1 | 1160 | 2.3% |
VerifyIncomeType
Categorical
HIGH CORRELATION  IMBALANCE 
| Distinct | 2 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 389.5 KiB |
| 0 | |
|---|---|
| 1 | 1535 |
Length
| Max length | 1 |
|---|---|
| Median length | 1 |
| Mean length | 1 |
| Min length | 1 |
Characters and Unicode
| Total characters | 49844 |
|---|---|
| Distinct characters | 2 |
| Distinct categories | 1 ? |
| Distinct scripts | 1 ? |
| Distinct blocks | 1 ? |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | 0 |
|---|---|
| 2nd row | 0 |
| 3rd row | 0 |
| 4th row | 0 |
| 5th row | 0 |
Common Values
| Value | Count | Frequency (%) |
| 0 | 48309 | |
| 1 | 1535 | 3.1% |
Length
Common Values (Plot)
| Value | Count | Frequency (%) |
| 0 | 48309 | |
| 1 | 1535 | 3.1% |
Most occurring characters
| Value | Count | Frequency (%) |
| 0 | 48309 | |
| 1 | 1535 | 3.1% |
Most occurring categories
| Value | Count | Frequency (%) |
| Decimal Number | 49844 |
Most frequent character per category
Decimal Number
| Value | Count | Frequency (%) |
| 0 | 48309 | |
| 1 | 1535 | 3.1% |
Most occurring scripts
| Value | Count | Frequency (%) |
| Common | 49844 |
Most frequent character per script
Common
| Value | Count | Frequency (%) |
| 0 | 48309 | |
| 1 | 1535 | 3.1% |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 49844 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| 0 | 48309 | |
| 1 | 1535 | 3.1% |
ProfileJobTitle
Categorical
HIGH CORRELATION  IMBALANCE 
| Distinct | 2 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 389.5 KiB |
| 0 | |
|---|---|
| 1 | 1083 |
Length
| Max length | 1 |
|---|---|
| Median length | 1 |
| Mean length | 1 |
| Min length | 1 |
Characters and Unicode
| Total characters | 49844 |
|---|---|
| Distinct characters | 2 |
| Distinct categories | 1 ? |
| Distinct scripts | 1 ? |
| Distinct blocks | 1 ? |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | 0 |
|---|---|
| 2nd row | 0 |
| 3rd row | 0 |
| 4th row | 0 |
| 5th row | 0 |
Common Values
| Value | Count | Frequency (%) |
| 0 | 48761 | |
| 1 | 1083 | 2.2% |
Length
Common Values (Plot)
| Value | Count | Frequency (%) |
| 0 | 48761 | |
| 1 | 1083 | 2.2% |
Most occurring characters
| Value | Count | Frequency (%) |
| 0 | 48761 | |
| 1 | 1083 | 2.2% |
Most occurring categories
| Value | Count | Frequency (%) |
| Decimal Number | 49844 |
Most frequent character per category
Decimal Number
| Value | Count | Frequency (%) |
| 0 | 48761 | |
| 1 | 1083 | 2.2% |
Most occurring scripts
| Value | Count | Frequency (%) |
| Common | 49844 |
Most frequent character per script
Common
| Value | Count | Frequency (%) |
| 0 | 48761 | |
| 1 | 1083 | 2.2% |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 49844 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| 0 | 48761 | |
| 1 | 1083 | 2.2% |
Login
Categorical
IMBALANCE 
| Distinct | 2 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 389.5 KiB |
| 0 | |
|---|---|
| 1 | 1469 |
Length
| Max length | 1 |
|---|---|
| Median length | 1 |
| Mean length | 1 |
| Min length | 1 |
Characters and Unicode
| Total characters | 49844 |
|---|---|
| Distinct characters | 2 |
| Distinct categories | 1 ? |
| Distinct scripts | 1 ? |
| Distinct blocks | 1 ? |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | 1 |
|---|---|
| 2nd row | 0 |
| 3rd row | 0 |
| 4th row | 0 |
| 5th row | 0 |
Common Values
| Value | Count | Frequency (%) |
| 0 | 48375 | |
| 1 | 1469 | 2.9% |
Length
Common Values (Plot)
| Value | Count | Frequency (%) |
| 0 | 48375 | |
| 1 | 1469 | 2.9% |
Most occurring characters
| Value | Count | Frequency (%) |
| 0 | 48375 | |
| 1 | 1469 | 2.9% |
Most occurring categories
| Value | Count | Frequency (%) |
| Decimal Number | 49844 |
Most frequent character per category
Decimal Number
| Value | Count | Frequency (%) |
| 0 | 48375 | |
| 1 | 1469 | 2.9% |
Most occurring scripts
| Value | Count | Frequency (%) |
| Common | 49844 |
Most frequent character per script
Common
| Value | Count | Frequency (%) |
| 0 | 48375 | |
| 1 | 1469 | 2.9% |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 49844 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| 0 | 48375 | |
| 1 | 1469 | 2.9% |
ProfileEmploymentLength
Categorical
HIGH CORRELATION  IMBALANCE 
| Distinct | 2 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 389.5 KiB |
| 0 | |
|---|---|
| 1 | 1019 |
Length
| Max length | 1 |
|---|---|
| Median length | 1 |
| Mean length | 1 |
| Min length | 1 |
Characters and Unicode
| Total characters | 49844 |
|---|---|
| Distinct characters | 2 |
| Distinct categories | 1 ? |
| Distinct scripts | 1 ? |
| Distinct blocks | 1 ? |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | 0 |
|---|---|
| 2nd row | 0 |
| 3rd row | 0 |
| 4th row | 0 |
| 5th row | 0 |
Common Values
| Value | Count | Frequency (%) |
| 0 | 48825 | |
| 1 | 1019 | 2.0% |
Length
Common Values (Plot)
| Value | Count | Frequency (%) |
| 0 | 48825 | |
| 1 | 1019 | 2.0% |
Most occurring characters
| Value | Count | Frequency (%) |
| 0 | 48825 | |
| 1 | 1019 | 2.0% |
Most occurring categories
| Value | Count | Frequency (%) |
| Decimal Number | 49844 |
Most frequent character per category
Decimal Number
| Value | Count | Frequency (%) |
| 0 | 48825 | |
| 1 | 1019 | 2.0% |
Most occurring scripts
| Value | Count | Frequency (%) |
| Common | 49844 |
Most frequent character per script
Common
| Value | Count | Frequency (%) |
| 0 | 48825 | |
| 1 | 1019 | 2.0% |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 49844 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| 0 | 48825 | |
| 1 | 1019 | 2.0% |
WebView
Categorical
IMBALANCE 
| Distinct | 2 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 389.5 KiB |
| 0 | |
|---|---|
| 1 |
Length
| Max length | 1 |
|---|---|
| Median length | 1 |
| Mean length | 1 |
| Min length | 1 |
Characters and Unicode
| Total characters | 49844 |
|---|---|
| Distinct characters | 2 |
| Distinct categories | 1 ? |
| Distinct scripts | 1 ? |
| Distinct blocks | 1 ? |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | 0 |
|---|---|
| 2nd row | 0 |
| 3rd row | 0 |
| 4th row | 0 |
| 5th row | 0 |
Common Values
| Value | Count | Frequency (%) |
| 0 | 45075 | |
| 1 | 4769 | 9.6% |
Length
Common Values (Plot)
| Value | Count | Frequency (%) |
| 0 | 45075 | |
| 1 | 4769 | 9.6% |
Most occurring characters
| Value | Count | Frequency (%) |
| 0 | 45075 | |
| 1 | 4769 | 9.6% |
Most occurring categories
| Value | Count | Frequency (%) |
| Decimal Number | 49844 |
Most frequent character per category
Decimal Number
| Value | Count | Frequency (%) |
| 0 | 45075 | |
| 1 | 4769 | 9.6% |
Most occurring scripts
| Value | Count | Frequency (%) |
| Common | 49844 |
Most frequent character per script
Common
| Value | Count | Frequency (%) |
| 0 | 45075 | |
| 1 | 4769 | 9.6% |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 49844 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| 0 | 45075 | |
| 1 | 4769 | 9.6% |
SecurityModal
Categorical
IMBALANCE 
| Distinct | 2 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 389.5 KiB |
| 0 | |
|---|---|
| 1 | 707 |
Length
| Max length | 1 |
|---|---|
| Median length | 1 |
| Mean length | 1 |
| Min length | 1 |
Characters and Unicode
| Total characters | 49844 |
|---|---|
| Distinct characters | 2 |
| Distinct categories | 1 ? |
| Distinct scripts | 1 ? |
| Distinct blocks | 1 ? |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | 0 |
|---|---|
| 2nd row | 0 |
| 3rd row | 0 |
| 4th row | 0 |
| 5th row | 0 |
Common Values
| Value | Count | Frequency (%) |
| 0 | 49137 | |
| 1 | 707 | 1.4% |
Length
Common Values (Plot)
| Value | Count | Frequency (%) |
| 0 | 49137 | |
| 1 | 707 | 1.4% |
Most occurring characters
| Value | Count | Frequency (%) |
| 0 | 49137 | |
| 1 | 707 | 1.4% |
Most occurring categories
| Value | Count | Frequency (%) |
| Decimal Number | 49844 |
Most frequent character per category
Decimal Number
| Value | Count | Frequency (%) |
| 0 | 49137 | |
| 1 | 707 | 1.4% |
Most occurring scripts
| Value | Count | Frequency (%) |
| Common | 49844 |
Most frequent character per script
Common
| Value | Count | Frequency (%) |
| 0 | 49137 | |
| 1 | 707 | 1.4% |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 49844 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| 0 | 49137 | |
| 1 | 707 | 1.4% |
ResendToken
Categorical
IMBALANCE 
| Distinct | 2 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 389.5 KiB |
| 0 | |
|---|---|
| 1 | 665 |
Length
| Max length | 1 |
|---|---|
| Median length | 1 |
| Mean length | 1 |
| Min length | 1 |
Characters and Unicode
| Total characters | 49844 |
|---|---|
| Distinct characters | 2 |
| Distinct categories | 1 ? |
| Distinct scripts | 1 ? |
| Distinct blocks | 1 ? |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | 0 |
|---|---|
| 2nd row | 0 |
| 3rd row | 0 |
| 4th row | 0 |
| 5th row | 0 |
Common Values
| Value | Count | Frequency (%) |
| 0 | 49179 | |
| 1 | 665 | 1.3% |
Length
Common Values (Plot)
| Value | Count | Frequency (%) |
| 0 | 49179 | |
| 1 | 665 | 1.3% |
Most occurring characters
| Value | Count | Frequency (%) |
| 0 | 49179 | |
| 1 | 665 | 1.3% |
Most occurring categories
| Value | Count | Frequency (%) |
| Decimal Number | 49844 |
Most frequent character per category
Decimal Number
| Value | Count | Frequency (%) |
| 0 | 49179 | |
| 1 | 665 | 1.3% |
Most occurring scripts
| Value | Count | Frequency (%) |
| Common | 49844 |
Most frequent character per script
Common
| Value | Count | Frequency (%) |
| 0 | 49179 | |
| 1 | 665 | 1.3% |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 49844 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| 0 | 49179 | |
| 1 | 665 | 1.3% |
TransactionList
Categorical
IMBALANCE 
| Distinct | 2 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 389.5 KiB |
| 0 | |
|---|---|
| 1 | 649 |
Length
| Max length | 1 |
|---|---|
| Median length | 1 |
| Mean length | 1 |
| Min length | 1 |
Characters and Unicode
| Total characters | 49844 |
|---|---|
| Distinct characters | 2 |
| Distinct categories | 1 ? |
| Distinct scripts | 1 ? |
| Distinct blocks | 1 ? |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | 0 |
|---|---|
| 2nd row | 0 |
| 3rd row | 0 |
| 4th row | 0 |
| 5th row | 0 |
Common Values
| Value | Count | Frequency (%) |
| 0 | 49195 | |
| 1 | 649 | 1.3% |
Length
Common Values (Plot)
| Value | Count | Frequency (%) |
| 0 | 49195 | |
| 1 | 649 | 1.3% |
Most occurring characters
| Value | Count | Frequency (%) |
| 0 | 49195 | |
| 1 | 649 | 1.3% |
Most occurring categories
| Value | Count | Frequency (%) |
| Decimal Number | 49844 |
Most frequent character per category
Decimal Number
| Value | Count | Frequency (%) |
| 0 | 49195 | |
| 1 | 649 | 1.3% |
Most occurring scripts
| Value | Count | Frequency (%) |
| Common | 49844 |
Most frequent character per script
Common
| Value | Count | Frequency (%) |
| 0 | 49195 | |
| 1 | 649 | 1.3% |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 49844 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| 0 | 49195 | |
| 1 | 649 | 1.3% |
NetworkFailure
Categorical
IMBALANCE 
| Distinct | 2 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 389.5 KiB |
| 0 | |
|---|---|
| 1 | 407 |
Length
| Max length | 1 |
|---|---|
| Median length | 1 |
| Mean length | 1 |
| Min length | 1 |
Characters and Unicode
| Total characters | 49844 |
|---|---|
| Distinct characters | 2 |
| Distinct categories | 1 ? |
| Distinct scripts | 1 ? |
| Distinct blocks | 1 ? |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | 0 |
|---|---|
| 2nd row | 0 |
| 3rd row | 0 |
| 4th row | 0 |
| 5th row | 0 |
Common Values
| Value | Count | Frequency (%) |
| 0 | 49437 | |
| 1 | 407 | 0.8% |
Length
Common Values (Plot)
| Value | Count | Frequency (%) |
| 0 | 49437 | |
| 1 | 407 | 0.8% |
Most occurring characters
| Value | Count | Frequency (%) |
| 0 | 49437 | |
| 1 | 407 | 0.8% |
Most occurring categories
| Value | Count | Frequency (%) |
| Decimal Number | 49844 |
Most frequent character per category
Decimal Number
| Value | Count | Frequency (%) |
| 0 | 49437 | |
| 1 | 407 | 0.8% |
Most occurring scripts
| Value | Count | Frequency (%) |
| Common | 49844 |
Most frequent character per script
Common
| Value | Count | Frequency (%) |
| 0 | 49437 | |
| 1 | 407 | 0.8% |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 49844 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| 0 | 49437 | |
| 1 | 407 | 0.8% |
ListPicker
Categorical
IMBALANCE 
| Distinct | 2 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 389.5 KiB |
| 0 | |
|---|---|
| 1 | 369 |
Length
| Max length | 1 |
|---|---|
| Median length | 1 |
| Mean length | 1 |
| Min length | 1 |
Characters and Unicode
| Total characters | 49844 |
|---|---|
| Distinct characters | 2 |
| Distinct categories | 1 ? |
| Distinct scripts | 1 ? |
| Distinct blocks | 1 ? |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | 0 |
|---|---|
| 2nd row | 0 |
| 3rd row | 0 |
| 4th row | 0 |
| 5th row | 0 |
Common Values
| Value | Count | Frequency (%) |
| 0 | 49475 | |
| 1 | 369 | 0.7% |
Length
Common Values (Plot)
| Value | Count | Frequency (%) |
| 0 | 49475 | |
| 1 | 369 | 0.7% |
Most occurring characters
| Value | Count | Frequency (%) |
| 0 | 49475 | |
| 1 | 369 | 0.7% |
Most occurring categories
| Value | Count | Frequency (%) |
| Decimal Number | 49844 |
Most frequent character per category
Decimal Number
| Value | Count | Frequency (%) |
| 0 | 49475 | |
| 1 | 369 | 0.7% |
Most occurring scripts
| Value | Count | Frequency (%) |
| Common | 49844 |
Most frequent character per script
Common
| Value | Count | Frequency (%) |
| 0 | 49475 | |
| 1 | 369 | 0.7% |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 49844 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| 0 | 49475 | |
| 1 | 369 | 0.7% |
OtherScreens
Real number (ℝ)
HIGH CORRELATION  ZEROS 
| Distinct | 30 |
|---|---|
| Distinct (%) | 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 6.1986197 |
| Minimum | 0 |
|---|---|
| Maximum | 30 |
| Zeros | 774 |
| Zeros (%) | 1.6% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 389.5 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 1 |
| Q1 | 3 |
| median | 6 |
| Q3 | 8 |
| 95-th percentile | 13 |
| Maximum | 30 |
| Range | 30 |
| Interquartile range (IQR) | 5 |
Descriptive statistics
| Standard deviation | 3.6559983 |
|---|---|
| Coefficient of variation (CV) | 0.58980845 |
| Kurtosis | 0.74559176 |
| Mean | 6.1986197 |
| Median Absolute Deviation (MAD) | 2 |
| Skewness | 0.74472774 |
| Sum | 308964 |
| Variance | 13.366324 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 5 | 5728 | |
| 4 | 5692 | |
| 3 | 4826 | |
| 6 | 4735 | |
| 7 | 4449 | |
| 8 | 4356 | |
| 2 | 4130 | |
| 9 | 3160 | |
| 1 | 2960 | 5.9% |
| 10 | 2300 | 4.6% |
| Other values (20) | 7508 |
| Value | Count | Frequency (%) |
| 0 | 774 | 1.6% |
| 1 | 2960 | |
| 2 | 4130 | |
| 3 | 4826 | |
| 4 | 5692 | |
| 5 | 5728 | |
| 6 | 4735 | |
| 7 | 4449 | |
| 8 | 4356 | |
| 9 | 3160 |
| Value | Count | Frequency (%) |
| 30 | 2 | < 0.1% |
| 28 | 1 | < 0.1% |
| 27 | 2 | < 0.1% |
| 26 | 9 | < 0.1% |
| 25 | 12 | < 0.1% |
| 24 | 13 | < 0.1% |
| 23 | 18 | |
| 22 | 20 | |
| 21 | 28 | |
| 20 | 37 |
CreditCardScreens
Categorical
IMBALANCE 
| Distinct | 4 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 389.5 KiB |
| 0 | |
|---|---|
| 2 | 1549 |
| 1 | 1519 |
| 3 | 1351 |
Length
| Max length | 1 |
|---|---|
| Median length | 1 |
| Mean length | 1 |
| Min length | 1 |
Characters and Unicode
| Total characters | 49844 |
|---|---|
| Distinct characters | 4 |
| Distinct categories | 1 ? |
| Distinct scripts | 1 ? |
| Distinct blocks | 1 ? |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | 0 |
|---|---|
| 2nd row | 0 |
| 3rd row | 0 |
| 4th row | 0 |
| 5th row | 0 |
Common Values
| Value | Count | Frequency (%) |
| 0 | 45425 | |
| 2 | 1549 | 3.1% |
| 1 | 1519 | 3.0% |
| 3 | 1351 | 2.7% |
Length
Common Values (Plot)
| Value | Count | Frequency (%) |
| 0 | 45425 | |
| 2 | 1549 | 3.1% |
| 1 | 1519 | 3.0% |
| 3 | 1351 | 2.7% |
Most occurring characters
| Value | Count | Frequency (%) |
| 0 | 45425 | |
| 2 | 1549 | 3.1% |
| 1 | 1519 | 3.0% |
| 3 | 1351 | 2.7% |
Most occurring categories
| Value | Count | Frequency (%) |
| Decimal Number | 49844 |
Most frequent character per category
Decimal Number
| Value | Count | Frequency (%) |
| 0 | 45425 | |
| 2 | 1549 | 3.1% |
| 1 | 1519 | 3.0% |
| 3 | 1351 | 2.7% |
Most occurring scripts
| Value | Count | Frequency (%) |
| Common | 49844 |
Most frequent character per script
Common
| Value | Count | Frequency (%) |
| 0 | 45425 | |
| 2 | 1549 | 3.1% |
| 1 | 1519 | 3.0% |
| 3 | 1351 | 2.7% |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 49844 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| 0 | 45425 | |
| 2 | 1549 | 3.1% |
| 1 | 1519 | 3.0% |
| 3 | 1351 | 2.7% |
CreditMonitoringScreens
Real number (ℝ)
ZEROS 
| Distinct | 6 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.92480539 |
| Minimum | 0 |
|---|---|
| Maximum | 5 |
| Zeros | 26174 |
| Zeros (%) | 52.5% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 389.5 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 0 |
| Q3 | 1 |
| 95-th percentile | 4 |
| Maximum | 5 |
| Range | 5 |
| Interquartile range (IQR) | 1 |
Descriptive statistics
| Standard deviation | 1.215996 |
|---|---|
| Coefficient of variation (CV) | 1.3148669 |
| Kurtosis | 0.23195136 |
| Mean | 0.92480539 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 1.1735329 |
| Sum | 46096 |
| Variance | 1.4786464 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 26174 | |
| 1 | 11250 | |
| 2 | 5097 | 10.2% |
| 3 | 4642 | 9.3% |
| 4 | 2679 | 5.4% |
| 5 | 2 | < 0.1% |
| Value | Count | Frequency (%) |
| 0 | 26174 | |
| 1 | 11250 | |
| 2 | 5097 | 10.2% |
| 3 | 4642 | 9.3% |
| 4 | 2679 | 5.4% |
| 5 | 2 | < 0.1% |
| Value | Count | Frequency (%) |
| 5 | 2 | < 0.1% |
| 4 | 2679 | 5.4% |
| 3 | 4642 | 9.3% |
| 2 | 5097 | 10.2% |
| 1 | 11250 | |
| 0 | 26174 |
LoanScreens
Categorical
| Distinct | 4 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 389.5 KiB |
| 1 | |
|---|---|
| 0 | |
| 2 | |
| 3 | 646 |
Length
| Max length | 1 |
|---|---|
| Median length | 1 |
| Mean length | 1 |
| Min length | 1 |
Characters and Unicode
| Total characters | 49844 |
|---|---|
| Distinct characters | 4 |
| Distinct categories | 1 ? |
| Distinct scripts | 1 ? |
| Distinct blocks | 1 ? |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | 1 |
|---|---|
| 2nd row | 1 |
| 3rd row | 1 |
| 4th row | 1 |
| 5th row | 1 |
Common Values
| Value | Count | Frequency (%) |
| 1 | 26674 | |
| 0 | 17216 | |
| 2 | 5308 | 10.6% |
| 3 | 646 | 1.3% |
Length
Common Values (Plot)
| Value | Count | Frequency (%) |
| 1 | 26674 | |
| 0 | 17216 | |
| 2 | 5308 | 10.6% |
| 3 | 646 | 1.3% |
Most occurring characters
| Value | Count | Frequency (%) |
| 1 | 26674 | |
| 0 | 17216 | |
| 2 | 5308 | 10.6% |
| 3 | 646 | 1.3% |
Most occurring categories
| Value | Count | Frequency (%) |
| Decimal Number | 49844 |
Most frequent character per category
Decimal Number
| Value | Count | Frequency (%) |
| 1 | 26674 | |
| 0 | 17216 | |
| 2 | 5308 | 10.6% |
| 3 | 646 | 1.3% |
Most occurring scripts
| Value | Count | Frequency (%) |
| Common | 49844 |
Most frequent character per script
Common
| Value | Count | Frequency (%) |
| 1 | 26674 | |
| 0 | 17216 | |
| 2 | 5308 | 10.6% |
| 3 | 646 | 1.3% |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 49844 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| 1 | 26674 | |
| 0 | 17216 | |
| 2 | 5308 | 10.6% |
| 3 | 646 | 1.3% |
SavingsScreens
Real number (ℝ)
HIGH CORRELATION  ZEROS 
| Distinct | 11 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.35334243 |
| Minimum | 0 |
|---|---|
| Maximum | 10 |
| Zeros | 45689 |
| Zeros (%) | 91.7% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 389.5 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 0 |
| Q3 | 0 |
| 95-th percentile | 3 |
| Maximum | 10 |
| Range | 10 |
| Interquartile range (IQR) | 0 |
Descriptive statistics
| Standard deviation | 1.3782828 |
|---|---|
| Coefficient of variation (CV) | 3.9007001 |
| Kurtosis | 19.292238 |
| Mean | 0.35334243 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 4.3682141 |
| Sum | 17612 |
| Variance | 1.8996636 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 45689 | |
| 1 | 854 | 1.7% |
| 4 | 658 | 1.3% |
| 8 | 629 | 1.3% |
| 3 | 623 | 1.2% |
| 6 | 435 | 0.9% |
| 5 | 370 | 0.7% |
| 2 | 320 | 0.6% |
| 7 | 173 | 0.3% |
| 10 | 77 | 0.2% |
| Value | Count | Frequency (%) |
| 0 | 45689 | |
| 1 | 854 | 1.7% |
| 2 | 320 | 0.6% |
| 3 | 623 | 1.2% |
| 4 | 658 | 1.3% |
| 5 | 370 | 0.7% |
| 6 | 435 | 0.9% |
| 7 | 173 | 0.3% |
| 8 | 629 | 1.3% |
| 9 | 16 | < 0.1% |
| Value | Count | Frequency (%) |
| 10 | 77 | 0.2% |
| 9 | 16 | < 0.1% |
| 8 | 629 | |
| 7 | 173 | 0.3% |
| 6 | 435 | |
| 5 | 370 | |
| 4 | 658 | |
| 3 | 623 | |
| 2 | 320 | 0.6% |
| 1 | 854 |
| user | dayofweek | hour | age | numscreens | OtherScreens | CreditMonitoringScreens | SavingsScreens | minigame | used_premium_feature | enrolled | liked | location | Institutions | VerifyPhone | BankVerification | VerifyDateOfBirth | ProfilePage | VerifyCountry | Cycle | idscreen | Splash | RewardsContainer | EditProfile | Finances | Alerts | Leaderboard | VerifyMobile | VerifyHousing | RewardDetail | VerifyHousingAmount | ProfileMaritalStatus | ProfileEducation | ProfileEducationMajor | Rewards | AccountView | VerifyAnnualIncome | VerifyIncomeType | ProfileJobTitle | Login | ProfileEmploymentLength | WebView | SecurityModal | ResendToken | TransactionList | NetworkFailure | ListPicker | CreditCardScreens | LoanScreens | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| user | 1.000 | -0.002 | -0.012 | -0.002 | -0.002 | 0.001 | 0.001 | -0.002 | 0.013 | 0.000 | 0.005 | 0.009 | 0.010 | 0.014 | 0.008 | 0.000 | 0.012 | 0.008 | 0.000 | 0.000 | 0.000 | 0.000 | 0.019 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.004 | 0.000 | 0.002 | 0.003 | 0.000 | 0.000 | 0.000 | 0.000 | 0.004 | 0.000 | 0.012 | 0.000 | 0.007 | 0.000 | 0.000 | 0.006 | 0.000 | 0.000 | 0.003 | 0.004 | 0.007 |
| dayofweek | -0.002 | 1.000 | 0.014 | -0.012 | 0.007 | 0.010 | 0.005 | -0.004 | 0.009 | 0.018 | 0.022 | 0.010 | 0.016 | 0.007 | 0.011 | 0.014 | 0.025 | 0.000 | 0.014 | 0.017 | 0.004 | 0.028 | 0.009 | 0.008 | 0.011 | 0.011 | 0.010 | 0.019 | 0.000 | 0.001 | 0.000 | 0.000 | 0.000 | 0.000 | 0.008 | 0.018 | 0.000 | 0.009 | 0.009 | 0.008 | 0.009 | 0.009 | 0.000 | 0.000 | 0.008 | 0.000 | 0.009 | 0.002 | 0.023 |
| hour | -0.012 | 0.014 | 1.000 | 0.014 | -0.082 | -0.075 | -0.041 | -0.025 | 0.005 | 0.035 | 0.063 | 0.006 | 0.089 | 0.035 | 0.066 | 0.031 | 0.094 | 0.025 | 0.038 | 0.052 | 0.048 | 0.037 | 0.029 | 0.029 | 0.013 | 0.019 | 0.022 | 0.034 | 0.025 | 0.027 | 0.026 | 0.034 | 0.024 | 0.027 | 0.000 | 0.013 | 0.023 | 0.026 | 0.025 | 0.014 | 0.025 | 0.010 | 0.011 | 0.008 | 0.007 | 0.009 | 0.011 | 0.024 | 0.038 |
| age | -0.002 | -0.012 | 0.014 | 1.000 | -0.132 | -0.165 | -0.048 | 0.001 | 0.044 | 0.042 | 0.155 | 0.000 | 0.131 | 0.038 | 0.146 | 0.090 | 0.130 | 0.028 | 0.125 | 0.171 | 0.177 | 0.021 | 0.028 | 0.004 | 0.052 | 0.078 | 0.014 | 0.028 | 0.021 | 0.035 | 0.021 | 0.024 | 0.022 | 0.022 | 0.022 | 0.018 | 0.019 | 0.015 | 0.020 | 0.035 | 0.020 | 0.048 | 0.023 | 0.025 | 0.024 | 0.013 | 0.030 | 0.027 | 0.091 |
| numscreens | -0.002 | 0.007 | -0.082 | -0.132 | 1.000 | 0.722 | 0.425 | 0.305 | 0.043 | 0.080 | 0.303 | 0.011 | 0.429 | 0.319 | 0.489 | 0.357 | 0.373 | 0.426 | 0.421 | 0.145 | 0.164 | 0.073 | 0.267 | 0.337 | 0.156 | 0.192 | 0.130 | 0.143 | 0.379 | 0.185 | 0.379 | 0.426 | 0.408 | 0.420 | 0.134 | 0.147 | 0.264 | 0.323 | 0.311 | 0.106 | 0.306 | 0.188 | 0.079 | 0.084 | 0.087 | 0.027 | 0.089 | 0.178 | 0.229 |
| OtherScreens | 0.001 | 0.010 | -0.075 | -0.165 | 0.722 | 1.000 | 0.091 | 0.077 | 0.054 | 0.120 | 0.399 | 0.000 | 0.472 | 0.088 | 0.586 | 0.447 | 0.434 | 0.110 | 0.678 | 0.100 | 0.202 | 0.103 | 0.081 | 0.094 | 0.164 | 0.059 | 0.031 | 0.076 | 0.084 | 0.046 | 0.086 | 0.122 | 0.107 | 0.113 | 0.074 | 0.042 | 0.070 | 0.102 | 0.101 | 0.089 | 0.098 | 0.067 | 0.084 | 0.098 | 0.035 | 0.025 | 0.040 | 0.032 | 0.349 |
| CreditMonitoringScreens | 0.001 | 0.005 | -0.041 | -0.048 | 0.425 | 0.091 | 1.000 | 0.109 | 0.061 | 0.064 | 0.254 | 0.000 | 0.148 | 0.475 | 0.175 | 0.059 | 0.140 | 0.138 | 0.154 | 0.093 | 0.066 | 0.060 | 0.181 | 0.055 | 0.250 | 0.167 | 0.093 | 0.320 | 0.080 | 0.110 | 0.079 | 0.083 | 0.079 | 0.080 | 0.118 | 0.113 | 0.052 | 0.057 | 0.053 | 0.021 | 0.050 | 0.065 | 0.014 | 0.031 | 0.064 | 0.006 | 0.038 | 0.110 | 0.186 |
| SavingsScreens | -0.002 | -0.004 | -0.025 | 0.001 | 0.305 | 0.077 | 0.109 | 1.000 | 0.033 | 0.062 | 0.041 | 0.012 | 0.033 | 0.130 | 0.056 | 0.090 | 0.026 | 0.481 | 0.068 | 0.024 | 0.031 | 0.038 | 0.157 | 0.314 | 0.014 | 0.118 | 0.066 | 0.092 | 0.679 | 0.072 | 0.687 | 0.638 | 0.570 | 0.559 | 0.040 | 0.047 | 0.517 | 0.398 | 0.381 | 0.003 | 0.388 | 0.014 | 0.004 | 0.021 | 0.046 | 0.000 | 0.028 | 0.057 | 0.024 |
| minigame | 0.013 | 0.009 | 0.005 | 0.044 | 0.043 | 0.054 | 0.061 | 0.033 | 1.000 | 0.109 | 0.015 | 0.011 | 0.026 | 0.024 | 0.000 | 0.069 | 0.042 | 0.019 | 0.031 | 0.038 | 0.055 | 0.054 | 0.054 | 0.000 | 0.044 | 0.019 | 0.054 | 0.035 | 0.034 | 0.046 | 0.031 | 0.028 | 0.025 | 0.024 | 0.068 | 0.017 | 0.023 | 0.020 | 0.022 | 0.029 | 0.017 | 0.004 | 0.009 | 0.016 | 0.032 | 0.008 | 0.000 | 0.008 | 0.040 |
| used_premium_feature | 0.000 | 0.018 | 0.035 | 0.042 | 0.080 | 0.120 | 0.064 | 0.062 | 0.109 | 1.000 | 0.048 | 0.000 | 0.074 | 0.083 | 0.049 | 0.225 | 0.101 | 0.021 | 0.017 | 0.056 | 0.002 | 0.076 | 0.027 | 0.016 | 0.037 | 0.090 | 0.024 | 0.032 | 0.000 | 0.012 | 0.000 | 0.000 | 0.001 | 0.003 | 0.032 | 0.148 | 0.001 | 0.009 | 0.000 | 0.025 | 0.000 | 0.056 | 0.021 | 0.033 | 0.106 | 0.008 | 0.000 | 0.024 | 0.224 |
| enrolled | 0.005 | 0.022 | 0.063 | 0.155 | 0.303 | 0.399 | 0.254 | 0.041 | 0.015 | 0.048 | 1.000 | 0.000 | 0.298 | 0.005 | 0.440 | 0.209 | 0.319 | 0.029 | 0.253 | 0.093 | 0.191 | 0.039 | 0.008 | 0.007 | 0.048 | 0.147 | 0.013 | 0.148 | 0.040 | 0.019 | 0.042 | 0.012 | 0.019 | 0.022 | 0.034 | 0.069 | 0.043 | 0.023 | 0.022 | 0.029 | 0.016 | 0.062 | 0.033 | 0.004 | 0.049 | 0.008 | 0.019 | 0.025 | 0.262 |
| liked | 0.009 | 0.010 | 0.006 | 0.000 | 0.011 | 0.000 | 0.000 | 0.012 | 0.011 | 0.000 | 0.000 | 1.000 | 0.004 | 0.004 | 0.000 | 0.000 | 0.005 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.002 | 0.000 | 0.000 | 0.000 | 0.001 | 0.000 | 0.003 | 0.000 | 0.000 | 0.000 | 0.008 | 0.000 | 0.001 | 0.000 | 0.000 | 0.000 | 0.000 | 0.004 | 0.000 | 0.000 | 0.000 | 0.000 | 0.005 | 0.002 | 0.006 |
| location | 0.010 | 0.016 | 0.089 | 0.131 | 0.429 | 0.472 | 0.148 | 0.033 | 0.026 | 0.074 | 0.298 | 0.004 | 1.000 | 0.012 | 0.490 | 0.171 | 0.745 | 0.024 | 0.471 | 0.033 | 0.110 | 0.045 | 0.000 | 0.056 | 0.035 | 0.099 | 0.017 | 0.127 | 0.041 | 0.009 | 0.044 | 0.044 | 0.042 | 0.045 | 0.019 | 0.047 | 0.029 | 0.042 | 0.043 | 0.000 | 0.038 | 0.015 | 0.027 | 0.089 | 0.033 | 0.000 | 0.000 | 0.019 | 0.253 |
| Institutions | 0.014 | 0.007 | 0.035 | 0.038 | 0.319 | 0.088 | 0.475 | 0.130 | 0.024 | 0.083 | 0.005 | 0.004 | 0.012 | 1.000 | 0.037 | 0.105 | 0.042 | 0.140 | 0.113 | 0.090 | 0.044 | 0.115 | 0.219 | 0.054 | 0.185 | 0.161 | 0.103 | 0.165 | 0.081 | 0.076 | 0.080 | 0.091 | 0.083 | 0.085 | 0.101 | 0.188 | 0.044 | 0.052 | 0.047 | 0.036 | 0.047 | 0.050 | 0.024 | 0.074 | 0.067 | 0.023 | 0.022 | 0.148 | 0.293 |
| VerifyPhone | 0.008 | 0.011 | 0.066 | 0.146 | 0.489 | 0.586 | 0.175 | 0.056 | 0.000 | 0.049 | 0.440 | 0.000 | 0.490 | 0.037 | 1.000 | 0.289 | 0.466 | 0.046 | 0.612 | 0.079 | 0.160 | 0.039 | 0.004 | 0.070 | 0.036 | 0.135 | 0.024 | 0.077 | 0.076 | 0.017 | 0.078 | 0.084 | 0.084 | 0.089 | 0.025 | 0.074 | 0.059 | 0.075 | 0.070 | 0.000 | 0.068 | 0.000 | 0.052 | 0.103 | 0.062 | 0.009 | 0.008 | 0.017 | 0.276 |
| BankVerification | 0.000 | 0.014 | 0.031 | 0.090 | 0.357 | 0.447 | 0.059 | 0.090 | 0.069 | 0.225 | 0.209 | 0.000 | 0.171 | 0.105 | 0.289 | 1.000 | 0.136 | 0.045 | 0.339 | 0.079 | 0.077 | 0.011 | 0.000 | 0.035 | 0.000 | 0.052 | 0.000 | 0.025 | 0.005 | 0.008 | 0.003 | 0.000 | 0.000 | 0.000 | 0.000 | 0.013 | 0.008 | 0.009 | 0.000 | 0.050 | 0.000 | 0.000 | 0.171 | 0.021 | 0.004 | 0.008 | 0.013 | 0.031 | 0.165 |
| VerifyDateOfBirth | 0.012 | 0.025 | 0.094 | 0.130 | 0.373 | 0.434 | 0.140 | 0.026 | 0.042 | 0.101 | 0.319 | 0.005 | 0.745 | 0.042 | 0.466 | 0.136 | 1.000 | 0.000 | 0.386 | 0.027 | 0.130 | 0.107 | 0.016 | 0.037 | 0.060 | 0.122 | 0.022 | 0.134 | 0.024 | 0.012 | 0.026 | 0.034 | 0.030 | 0.034 | 0.037 | 0.064 | 0.027 | 0.037 | 0.038 | 0.014 | 0.034 | 0.034 | 0.026 | 0.099 | 0.046 | 0.000 | 0.002 | 0.023 | 0.238 |
| ProfilePage | 0.008 | 0.000 | 0.025 | 0.028 | 0.426 | 0.110 | 0.138 | 0.481 | 0.019 | 0.021 | 0.029 | 0.000 | 0.024 | 0.140 | 0.046 | 0.045 | 0.000 | 1.000 | 0.041 | 0.000 | 0.029 | 0.016 | 0.251 | 0.503 | 0.036 | 0.248 | 0.072 | 0.047 | 0.434 | 0.128 | 0.413 | 0.503 | 0.491 | 0.467 | 0.109 | 0.078 | 0.294 | 0.388 | 0.341 | 0.101 | 0.332 | 0.060 | 0.015 | 0.018 | 0.047 | 0.000 | 0.099 | 0.195 | 0.110 |
| VerifyCountry | 0.000 | 0.014 | 0.038 | 0.125 | 0.421 | 0.678 | 0.154 | 0.068 | 0.031 | 0.017 | 0.253 | 0.000 | 0.471 | 0.113 | 0.612 | 0.339 | 0.386 | 0.041 | 1.000 | 0.030 | 0.088 | 0.029 | 0.071 | 0.006 | 0.035 | 0.104 | 0.042 | 0.048 | 0.044 | 0.048 | 0.038 | 0.018 | 0.035 | 0.031 | 0.043 | 0.056 | 0.050 | 0.057 | 0.035 | 0.015 | 0.036 | 0.021 | 0.068 | 0.128 | 0.038 | 0.017 | 0.018 | 0.061 | 0.257 |
| Cycle | 0.000 | 0.017 | 0.052 | 0.171 | 0.145 | 0.100 | 0.093 | 0.024 | 0.038 | 0.056 | 0.093 | 0.000 | 0.033 | 0.090 | 0.079 | 0.079 | 0.027 | 0.000 | 0.030 | 1.000 | 0.334 | 0.160 | 0.039 | 0.000 | 0.034 | 0.022 | 0.022 | 0.018 | 0.000 | 0.021 | 0.000 | 0.007 | 0.000 | 0.000 | 0.000 | 0.012 | 0.006 | 0.000 | 0.000 | 0.012 | 0.001 | 0.003 | 0.000 | 0.036 | 0.008 | 0.031 | 0.010 | 0.023 | 0.056 |
| idscreen | 0.000 | 0.004 | 0.048 | 0.177 | 0.164 | 0.202 | 0.066 | 0.031 | 0.055 | 0.002 | 0.191 | 0.000 | 0.110 | 0.044 | 0.160 | 0.077 | 0.130 | 0.029 | 0.088 | 0.334 | 1.000 | 0.028 | 0.017 | 0.011 | 0.120 | 0.085 | 0.003 | 0.013 | 0.000 | 0.010 | 0.000 | 0.014 | 0.006 | 0.000 | 0.070 | 0.042 | 0.010 | 0.000 | 0.005 | 0.004 | 0.000 | 0.031 | 0.011 | 0.026 | 0.027 | 0.033 | 0.012 | 0.010 | 0.132 |
| Splash | 0.000 | 0.028 | 0.037 | 0.021 | 0.073 | 0.103 | 0.060 | 0.038 | 0.054 | 0.076 | 0.039 | 0.000 | 0.045 | 0.115 | 0.039 | 0.011 | 0.107 | 0.016 | 0.029 | 0.160 | 0.028 | 1.000 | 0.095 | 0.000 | 0.144 | 0.073 | 0.008 | 0.084 | 0.003 | 0.032 | 0.001 | 0.007 | 0.007 | 0.000 | 0.079 | 0.047 | 0.000 | 0.004 | 0.012 | 0.117 | 0.011 | 0.043 | 0.003 | 0.058 | 0.041 | 0.017 | 0.018 | 0.007 | 0.160 |
| RewardsContainer | 0.019 | 0.009 | 0.029 | 0.028 | 0.267 | 0.081 | 0.181 | 0.157 | 0.054 | 0.027 | 0.008 | 0.000 | 0.000 | 0.219 | 0.004 | 0.000 | 0.016 | 0.251 | 0.071 | 0.039 | 0.017 | 0.095 | 1.000 | 0.149 | 0.086 | 0.122 | 0.097 | 0.061 | 0.158 | 0.437 | 0.148 | 0.159 | 0.169 | 0.168 | 0.047 | 0.061 | 0.089 | 0.116 | 0.098 | 0.050 | 0.090 | 0.048 | 0.000 | 0.034 | 0.060 | 0.000 | 0.043 | 0.192 | 0.083 |
| EditProfile | 0.000 | 0.008 | 0.029 | 0.004 | 0.337 | 0.094 | 0.055 | 0.314 | 0.000 | 0.016 | 0.007 | 0.000 | 0.056 | 0.054 | 0.070 | 0.035 | 0.037 | 0.503 | 0.006 | 0.000 | 0.011 | 0.000 | 0.149 | 1.000 | 0.000 | 0.096 | 0.031 | 0.028 | 0.351 | 0.067 | 0.330 | 0.397 | 0.431 | 0.406 | 0.046 | 0.017 | 0.291 | 0.475 | 0.421 | 0.068 | 0.401 | 0.025 | 0.005 | 0.008 | 0.007 | 0.000 | 0.068 | 0.089 | 0.024 |
| Finances | 0.000 | 0.011 | 0.013 | 0.052 | 0.156 | 0.164 | 0.250 | 0.014 | 0.044 | 0.037 | 0.048 | 0.002 | 0.035 | 0.185 | 0.036 | 0.000 | 0.060 | 0.036 | 0.035 | 0.034 | 0.120 | 0.144 | 0.086 | 0.000 | 1.000 | 0.021 | 0.037 | 0.068 | 0.009 | 0.032 | 0.007 | 0.001 | 0.003 | 0.000 | 0.313 | 0.056 | 0.009 | 0.007 | 0.000 | 0.024 | 0.000 | 0.032 | 0.027 | 0.090 | 0.016 | 0.025 | 0.027 | 0.051 | 0.156 |
| Alerts | 0.000 | 0.011 | 0.019 | 0.078 | 0.192 | 0.059 | 0.167 | 0.118 | 0.019 | 0.090 | 0.147 | 0.000 | 0.099 | 0.161 | 0.135 | 0.052 | 0.122 | 0.248 | 0.104 | 0.022 | 0.085 | 0.073 | 0.122 | 0.096 | 0.021 | 1.000 | 0.089 | 0.002 | 0.089 | 0.052 | 0.085 | 0.119 | 0.116 | 0.115 | 0.041 | 0.128 | 0.048 | 0.059 | 0.054 | 0.074 | 0.057 | 0.105 | 0.000 | 0.019 | 0.094 | 0.000 | 0.055 | 0.104 | 0.248 |
| Leaderboard | 0.000 | 0.010 | 0.022 | 0.014 | 0.130 | 0.031 | 0.093 | 0.066 | 0.054 | 0.024 | 0.013 | 0.000 | 0.017 | 0.103 | 0.024 | 0.000 | 0.022 | 0.072 | 0.042 | 0.022 | 0.003 | 0.008 | 0.097 | 0.031 | 0.037 | 0.089 | 1.000 | 0.002 | 0.061 | 0.059 | 0.061 | 0.046 | 0.051 | 0.052 | 0.026 | 0.041 | 0.038 | 0.029 | 0.023 | 0.002 | 0.022 | 0.026 | 0.000 | 0.010 | 0.041 | 0.013 | 0.019 | 0.069 | 0.088 |
| VerifyMobile | 0.000 | 0.019 | 0.034 | 0.028 | 0.143 | 0.076 | 0.320 | 0.092 | 0.035 | 0.032 | 0.148 | 0.000 | 0.127 | 0.165 | 0.077 | 0.025 | 0.134 | 0.047 | 0.048 | 0.018 | 0.013 | 0.084 | 0.061 | 0.028 | 0.068 | 0.002 | 0.002 | 1.000 | 0.019 | 0.017 | 0.018 | 0.053 | 0.041 | 0.038 | 0.037 | 0.006 | 0.020 | 0.046 | 0.031 | 0.000 | 0.028 | 0.016 | 0.010 | 0.027 | 0.009 | 0.012 | 0.007 | 0.063 | 0.072 |
| VerifyHousing | 0.004 | 0.000 | 0.025 | 0.021 | 0.379 | 0.084 | 0.080 | 0.679 | 0.034 | 0.000 | 0.040 | 0.001 | 0.041 | 0.081 | 0.076 | 0.005 | 0.024 | 0.434 | 0.044 | 0.000 | 0.000 | 0.003 | 0.158 | 0.351 | 0.009 | 0.089 | 0.061 | 0.019 | 1.000 | 0.093 | 0.956 | 0.564 | 0.591 | 0.576 | 0.060 | 0.018 | 0.522 | 0.431 | 0.376 | 0.018 | 0.372 | 0.011 | 0.002 | 0.012 | 0.014 | 0.000 | 0.031 | 0.089 | 0.024 |
| RewardDetail | 0.000 | 0.001 | 0.027 | 0.035 | 0.185 | 0.046 | 0.110 | 0.072 | 0.046 | 0.012 | 0.019 | 0.000 | 0.009 | 0.076 | 0.017 | 0.008 | 0.012 | 0.128 | 0.048 | 0.021 | 0.010 | 0.032 | 0.437 | 0.067 | 0.032 | 0.052 | 0.059 | 0.017 | 0.093 | 1.000 | 0.087 | 0.070 | 0.074 | 0.068 | 0.210 | 0.036 | 0.039 | 0.059 | 0.040 | 0.036 | 0.030 | 0.031 | 0.000 | 0.008 | 0.042 | 0.000 | 0.029 | 0.105 | 0.033 |
| VerifyHousingAmount | 0.002 | 0.000 | 0.026 | 0.021 | 0.379 | 0.086 | 0.079 | 0.687 | 0.031 | 0.000 | 0.042 | 0.003 | 0.044 | 0.080 | 0.078 | 0.003 | 0.026 | 0.413 | 0.038 | 0.000 | 0.000 | 0.001 | 0.148 | 0.330 | 0.007 | 0.085 | 0.061 | 0.018 | 0.956 | 0.087 | 1.000 | 0.566 | 0.575 | 0.567 | 0.058 | 0.017 | 0.517 | 0.412 | 0.367 | 0.017 | 0.364 | 0.011 | 0.000 | 0.011 | 0.015 | 0.000 | 0.028 | 0.083 | 0.027 |
| ProfileMaritalStatus | 0.003 | 0.000 | 0.034 | 0.024 | 0.426 | 0.122 | 0.083 | 0.638 | 0.028 | 0.000 | 0.012 | 0.000 | 0.044 | 0.091 | 0.084 | 0.000 | 0.034 | 0.503 | 0.018 | 0.007 | 0.014 | 0.007 | 0.159 | 0.397 | 0.001 | 0.119 | 0.046 | 0.053 | 0.564 | 0.070 | 0.566 | 1.000 | 0.668 | 0.662 | 0.048 | 0.027 | 0.369 | 0.472 | 0.444 | 0.004 | 0.446 | 0.008 | 0.002 | 0.017 | 0.024 | 0.000 | 0.027 | 0.097 | 0.034 |
| ProfileEducation | 0.000 | 0.000 | 0.024 | 0.022 | 0.408 | 0.107 | 0.079 | 0.570 | 0.025 | 0.001 | 0.019 | 0.000 | 0.042 | 0.083 | 0.084 | 0.000 | 0.030 | 0.491 | 0.035 | 0.000 | 0.006 | 0.007 | 0.169 | 0.431 | 0.003 | 0.116 | 0.051 | 0.041 | 0.591 | 0.074 | 0.575 | 0.668 | 1.000 | 0.946 | 0.050 | 0.018 | 0.399 | 0.502 | 0.463 | 0.000 | 0.447 | 0.007 | 0.007 | 0.010 | 0.030 | 0.000 | 0.032 | 0.090 | 0.028 |
| ProfileEducationMajor | 0.000 | 0.000 | 0.027 | 0.022 | 0.420 | 0.113 | 0.080 | 0.559 | 0.024 | 0.003 | 0.022 | 0.000 | 0.045 | 0.085 | 0.089 | 0.000 | 0.034 | 0.467 | 0.031 | 0.000 | 0.000 | 0.000 | 0.168 | 0.406 | 0.000 | 0.115 | 0.052 | 0.038 | 0.576 | 0.068 | 0.567 | 0.662 | 0.946 | 1.000 | 0.047 | 0.017 | 0.401 | 0.493 | 0.463 | 0.000 | 0.448 | 0.007 | 0.005 | 0.009 | 0.033 | 0.000 | 0.033 | 0.088 | 0.030 |
| Rewards | 0.000 | 0.008 | 0.000 | 0.022 | 0.134 | 0.074 | 0.118 | 0.040 | 0.068 | 0.032 | 0.034 | 0.008 | 0.019 | 0.101 | 0.025 | 0.000 | 0.037 | 0.109 | 0.043 | 0.000 | 0.070 | 0.079 | 0.047 | 0.046 | 0.313 | 0.041 | 0.026 | 0.037 | 0.060 | 0.210 | 0.058 | 0.048 | 0.050 | 0.047 | 1.000 | 0.027 | 0.042 | 0.040 | 0.032 | 0.012 | 0.029 | 0.029 | 0.011 | 0.030 | 0.039 | 0.013 | 0.054 | 0.101 | 0.041 |
| AccountView | 0.000 | 0.018 | 0.013 | 0.018 | 0.147 | 0.042 | 0.113 | 0.047 | 0.017 | 0.148 | 0.069 | 0.000 | 0.047 | 0.188 | 0.074 | 0.013 | 0.064 | 0.078 | 0.056 | 0.012 | 0.042 | 0.047 | 0.061 | 0.017 | 0.056 | 0.128 | 0.041 | 0.006 | 0.018 | 0.036 | 0.017 | 0.027 | 0.018 | 0.017 | 0.027 | 1.000 | 0.001 | 0.000 | 0.004 | 0.012 | 0.006 | 0.076 | 0.013 | 0.008 | 0.128 | 0.000 | 0.028 | 0.063 | 0.192 |
| VerifyAnnualIncome | 0.004 | 0.000 | 0.023 | 0.019 | 0.264 | 0.070 | 0.052 | 0.517 | 0.023 | 0.001 | 0.043 | 0.001 | 0.029 | 0.044 | 0.059 | 0.008 | 0.027 | 0.294 | 0.050 | 0.006 | 0.010 | 0.000 | 0.089 | 0.291 | 0.009 | 0.048 | 0.038 | 0.020 | 0.522 | 0.039 | 0.517 | 0.369 | 0.399 | 0.401 | 0.042 | 0.001 | 1.000 | 0.592 | 0.483 | 0.000 | 0.461 | 0.000 | 0.000 | 0.012 | 0.000 | 0.000 | 0.029 | 0.057 | 0.005 |
| VerifyIncomeType | 0.000 | 0.009 | 0.026 | 0.015 | 0.323 | 0.102 | 0.057 | 0.398 | 0.020 | 0.009 | 0.023 | 0.000 | 0.042 | 0.052 | 0.075 | 0.009 | 0.037 | 0.388 | 0.057 | 0.000 | 0.000 | 0.004 | 0.116 | 0.475 | 0.007 | 0.059 | 0.029 | 0.046 | 0.431 | 0.059 | 0.412 | 0.472 | 0.502 | 0.493 | 0.040 | 0.000 | 0.592 | 1.000 | 0.723 | 0.005 | 0.689 | 0.000 | 0.009 | 0.014 | 0.000 | 0.000 | 0.038 | 0.064 | 0.011 |
| ProfileJobTitle | 0.012 | 0.009 | 0.025 | 0.020 | 0.311 | 0.101 | 0.053 | 0.381 | 0.022 | 0.000 | 0.022 | 0.000 | 0.043 | 0.047 | 0.070 | 0.000 | 0.038 | 0.341 | 0.035 | 0.000 | 0.005 | 0.012 | 0.098 | 0.421 | 0.000 | 0.054 | 0.023 | 0.031 | 0.376 | 0.040 | 0.367 | 0.444 | 0.463 | 0.463 | 0.032 | 0.004 | 0.483 | 0.723 | 1.000 | 0.000 | 0.856 | 0.000 | 0.008 | 0.011 | 0.000 | 0.000 | 0.024 | 0.056 | 0.021 |
| Login | 0.000 | 0.008 | 0.014 | 0.035 | 0.106 | 0.089 | 0.021 | 0.003 | 0.029 | 0.025 | 0.029 | 0.000 | 0.000 | 0.036 | 0.000 | 0.050 | 0.014 | 0.101 | 0.015 | 0.012 | 0.004 | 0.117 | 0.050 | 0.068 | 0.024 | 0.074 | 0.002 | 0.000 | 0.018 | 0.036 | 0.017 | 0.004 | 0.000 | 0.000 | 0.012 | 0.012 | 0.000 | 0.005 | 0.000 | 1.000 | 0.000 | 0.028 | 0.007 | 0.004 | 0.000 | 0.036 | 0.045 | 0.018 | 0.035 |
| ProfileEmploymentLength | 0.007 | 0.009 | 0.025 | 0.020 | 0.306 | 0.098 | 0.050 | 0.388 | 0.017 | 0.000 | 0.016 | 0.000 | 0.038 | 0.047 | 0.068 | 0.000 | 0.034 | 0.332 | 0.036 | 0.001 | 0.000 | 0.011 | 0.090 | 0.401 | 0.000 | 0.057 | 0.022 | 0.028 | 0.372 | 0.030 | 0.364 | 0.446 | 0.447 | 0.448 | 0.029 | 0.006 | 0.461 | 0.689 | 0.856 | 0.000 | 1.000 | 0.000 | 0.008 | 0.013 | 0.000 | 0.000 | 0.021 | 0.056 | 0.019 |
| WebView | 0.000 | 0.009 | 0.010 | 0.048 | 0.188 | 0.067 | 0.065 | 0.014 | 0.004 | 0.056 | 0.062 | 0.004 | 0.015 | 0.050 | 0.000 | 0.000 | 0.034 | 0.060 | 0.021 | 0.003 | 0.031 | 0.043 | 0.048 | 0.025 | 0.032 | 0.105 | 0.026 | 0.016 | 0.011 | 0.031 | 0.011 | 0.008 | 0.007 | 0.007 | 0.029 | 0.076 | 0.000 | 0.000 | 0.000 | 0.028 | 0.000 | 1.000 | 0.002 | 0.003 | 0.057 | 0.000 | 0.068 | 0.089 | 0.371 |
| SecurityModal | 0.000 | 0.000 | 0.011 | 0.023 | 0.079 | 0.084 | 0.014 | 0.004 | 0.009 | 0.021 | 0.033 | 0.000 | 0.027 | 0.024 | 0.052 | 0.171 | 0.026 | 0.015 | 0.068 | 0.000 | 0.011 | 0.003 | 0.000 | 0.005 | 0.027 | 0.000 | 0.000 | 0.010 | 0.002 | 0.000 | 0.000 | 0.002 | 0.007 | 0.005 | 0.011 | 0.013 | 0.000 | 0.009 | 0.008 | 0.007 | 0.008 | 0.002 | 1.000 | 0.012 | 0.005 | 0.000 | 0.000 | 0.000 | 0.025 |
| ResendToken | 0.006 | 0.000 | 0.008 | 0.025 | 0.084 | 0.098 | 0.031 | 0.021 | 0.016 | 0.033 | 0.004 | 0.000 | 0.089 | 0.074 | 0.103 | 0.021 | 0.099 | 0.018 | 0.128 | 0.036 | 0.026 | 0.058 | 0.034 | 0.008 | 0.090 | 0.019 | 0.010 | 0.027 | 0.012 | 0.008 | 0.011 | 0.017 | 0.010 | 0.009 | 0.030 | 0.008 | 0.012 | 0.014 | 0.011 | 0.004 | 0.013 | 0.003 | 0.012 | 1.000 | 0.010 | 0.008 | 0.000 | 0.020 | 0.039 |
| TransactionList | 0.000 | 0.008 | 0.007 | 0.024 | 0.087 | 0.035 | 0.064 | 0.046 | 0.032 | 0.106 | 0.049 | 0.000 | 0.033 | 0.067 | 0.062 | 0.004 | 0.046 | 0.047 | 0.038 | 0.008 | 0.027 | 0.041 | 0.060 | 0.007 | 0.016 | 0.094 | 0.041 | 0.009 | 0.014 | 0.042 | 0.015 | 0.024 | 0.030 | 0.033 | 0.039 | 0.128 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.057 | 0.005 | 0.010 | 1.000 | 0.000 | 0.015 | 0.045 | 0.122 |
| NetworkFailure | 0.000 | 0.000 | 0.009 | 0.013 | 0.027 | 0.025 | 0.006 | 0.000 | 0.008 | 0.008 | 0.008 | 0.000 | 0.000 | 0.023 | 0.009 | 0.008 | 0.000 | 0.000 | 0.017 | 0.031 | 0.033 | 0.017 | 0.000 | 0.000 | 0.025 | 0.000 | 0.013 | 0.012 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.013 | 0.000 | 0.000 | 0.000 | 0.000 | 0.036 | 0.000 | 0.000 | 0.000 | 0.008 | 0.000 | 1.000 | 0.000 | 0.000 | 0.002 |
| ListPicker | 0.003 | 0.009 | 0.011 | 0.030 | 0.089 | 0.040 | 0.038 | 0.028 | 0.000 | 0.000 | 0.019 | 0.005 | 0.000 | 0.022 | 0.008 | 0.013 | 0.002 | 0.099 | 0.018 | 0.010 | 0.012 | 0.018 | 0.043 | 0.068 | 0.027 | 0.055 | 0.019 | 0.007 | 0.031 | 0.029 | 0.028 | 0.027 | 0.032 | 0.033 | 0.054 | 0.028 | 0.029 | 0.038 | 0.024 | 0.045 | 0.021 | 0.068 | 0.000 | 0.000 | 0.015 | 0.000 | 1.000 | 0.057 | 0.043 |
| CreditCardScreens | 0.004 | 0.002 | 0.024 | 0.027 | 0.178 | 0.032 | 0.110 | 0.057 | 0.008 | 0.024 | 0.025 | 0.002 | 0.019 | 0.148 | 0.017 | 0.031 | 0.023 | 0.195 | 0.061 | 0.023 | 0.010 | 0.007 | 0.192 | 0.089 | 0.051 | 0.104 | 0.069 | 0.063 | 0.089 | 0.105 | 0.083 | 0.097 | 0.090 | 0.088 | 0.101 | 0.063 | 0.057 | 0.064 | 0.056 | 0.018 | 0.056 | 0.089 | 0.000 | 0.020 | 0.045 | 0.000 | 0.057 | 1.000 | 0.070 |
| LoanScreens | 0.007 | 0.023 | 0.038 | 0.091 | 0.229 | 0.349 | 0.186 | 0.024 | 0.040 | 0.224 | 0.262 | 0.006 | 0.253 | 0.293 | 0.276 | 0.165 | 0.238 | 0.110 | 0.257 | 0.056 | 0.132 | 0.160 | 0.083 | 0.024 | 0.156 | 0.248 | 0.088 | 0.072 | 0.024 | 0.033 | 0.027 | 0.034 | 0.028 | 0.030 | 0.041 | 0.192 | 0.005 | 0.011 | 0.021 | 0.035 | 0.019 | 0.371 | 0.025 | 0.039 | 0.122 | 0.002 | 0.043 | 0.070 | 1.000 |
| user | dayofweek | hour | age | numscreens | minigame | used_premium_feature | enrolled | liked | location | Institutions | VerifyPhone | BankVerification | VerifyDateOfBirth | ProfilePage | VerifyCountry | Cycle | idscreen | Splash | RewardsContainer | EditProfile | Finances | Alerts | Leaderboard | VerifyMobile | VerifyHousing | RewardDetail | VerifyHousingAmount | ProfileMaritalStatus | ProfileEducation | ProfileEducationMajor | Rewards | AccountView | VerifyAnnualIncome | VerifyIncomeType | ProfileJobTitle | Login | ProfileEmploymentLength | WebView | SecurityModal | ResendToken | TransactionList | NetworkFailure | ListPicker | OtherScreens | CreditCardScreens | CreditMonitoringScreens | LoanScreens | SavingsScreens | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 0 | 235136 | 3 | 2 | 23 | 15 | 0 | 0 | 0 | 0 | 0 | 0 | 1 | 0 | 1 | 0 | 0 | 1 | 1 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 1 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 7 | 0 | 0 | 1 | 0 |
| 1 | 333588 | 6 | 1 | 24 | 13 | 0 | 0 | 0 | 0 | 1 | 1 | 1 | 0 | 1 | 0 | 1 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 5 | 0 | 0 | 1 | 0 |
| 2 | 254414 | 1 | 19 | 23 | 3 | 0 | 1 | 0 | 1 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 1 | 0 | 1 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 1 | 0 |
| 3 | 234192 | 4 | 16 | 28 | 40 | 0 | 0 | 1 | 0 | 1 | 0 | 1 | 0 | 1 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 1 | 0 | 1 | 0 | 0 | 1 | 0 | 0 | 0 | 0 | 1 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 6 | 0 | 3 | 1 | 0 |
| 4 | 51549 | 1 | 18 | 31 | 32 | 0 | 0 | 1 | 1 | 0 | 1 | 1 | 1 | 0 | 0 | 1 | 1 | 1 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 10 | 0 | 2 | 1 | 0 |
| 5 | 56480 | 2 | 9 | 20 | 14 | 0 | 0 | 1 | 0 | 0 | 1 | 1 | 0 | 0 | 0 | 0 | 1 | 1 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 6 | 0 | 2 | 1 | 0 |
| 6 | 144649 | 1 | 2 | 35 | 3 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 3 | 0 | 0 | 0 | 0 |
| 7 | 249366 | 1 | 3 | 26 | 41 | 0 | 1 | 0 | 0 | 0 | 0 | 1 | 1 | 0 | 0 | 1 | 1 | 0 | 1 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 1 | 0 | 0 | 8 | 0 | 2 | 1 | 0 |
| 8 | 372004 | 2 | 14 | 29 | 33 | 1 | 1 | 0 | 0 | 1 | 1 | 1 | 1 | 0 | 0 | 1 | 0 | 0 | 0 | 1 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 19 | 0 | 0 | 3 | 0 |
| 9 | 338013 | 4 | 18 | 26 | 19 | 0 | 0 | 1 | 0 | 1 | 0 | 1 | 1 | 1 | 0 | 1 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 11 | 0 | 0 | 1 | 0 |
| user | dayofweek | hour | age | numscreens | minigame | used_premium_feature | enrolled | liked | location | Institutions | VerifyPhone | BankVerification | VerifyDateOfBirth | ProfilePage | VerifyCountry | Cycle | idscreen | Splash | RewardsContainer | EditProfile | Finances | Alerts | Leaderboard | VerifyMobile | VerifyHousing | RewardDetail | VerifyHousingAmount | ProfileMaritalStatus | ProfileEducation | ProfileEducationMajor | Rewards | AccountView | VerifyAnnualIncome | VerifyIncomeType | ProfileJobTitle | Login | ProfileEmploymentLength | WebView | SecurityModal | ResendToken | TransactionList | NetworkFailure | ListPicker | OtherScreens | CreditCardScreens | CreditMonitoringScreens | LoanScreens | SavingsScreens | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 49834 | 179308 | 5 | 17 | 20 | 8 | 0 | 0 | 1 | 1 | 0 | 0 | 0 | 0 | 0 | 0 | 1 | 1 | 1 | 1 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 4 | 0 | 0 | 0 | 0 |
| 49835 | 85532 | 4 | 22 | 45 | 30 | 1 | 1 | 1 | 0 | 1 | 1 | 0 | 0 | 1 | 0 | 0 | 1 | 0 | 1 | 0 | 0 | 0 | 0 | 0 | 1 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 1 | 0 | 0 | 0 | 0 | 0 | 3 | 0 | 3 | 2 | 0 |
| 49836 | 96155 | 6 | 15 | 50 | 28 | 0 | 0 | 1 | 0 | 1 | 0 | 1 | 1 | 1 | 0 | 1 | 0 | 1 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 1 | 0 | 0 | 0 | 0 | 9 | 0 | 1 | 1 | 0 |
| 49837 | 343026 | 5 | 2 | 28 | 4 | 0 | 0 | 0 | 1 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 4 | 0 | 0 | 0 | 0 |
| 49838 | 90813 | 0 | 19 | 36 | 25 | 0 | 0 | 1 | 0 | 1 | 0 | 1 | 1 | 0 | 0 | 1 | 1 | 1 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 1 | 0 | 0 | 9 | 0 | 0 | 1 | 0 |
| 49839 | 222774 | 3 | 13 | 32 | 13 | 0 | 0 | 1 | 0 | 0 | 0 | 1 | 0 | 0 | 0 | 0 | 0 | 0 | 1 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 1 | 0 | 0 | 0 | 0 | 0 | 6 | 0 | 2 | 0 | 0 |
| 49840 | 169179 | 1 | 0 | 35 | 4 | 0 | 1 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 1 | 0 | 1 | 1 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 1 | 0 | 0 | 0 | 0 |
| 49841 | 302367 | 2 | 22 | 39 | 25 | 0 | 0 | 0 | 0 | 1 | 0 | 1 | 0 | 1 | 0 | 1 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 6 | 0 | 0 | 0 | 0 |
| 49842 | 324905 | 6 | 12 | 27 | 26 | 0 | 0 | 1 | 0 | 1 | 0 | 1 | 1 | 1 | 0 | 1 | 1 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 13 | 0 | 0 | 0 | 0 |
| 49843 | 27047 | 4 | 1 | 25 | 26 | 0 | 0 | 0 | 1 | 0 | 0 | 0 | 0 | 1 | 1 | 1 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 1 | 1 | 1 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 5 | 0 | 0 | 1 | 7 |